Visualizing Data

Overview

ggplot2 package simplifies the creation of plots using data frames. This is the next step in the tidyverse workflow.

This package offers a streamlined interface for defining variables to plot, configuring their display, and adjusting visual attributes. Consequently, adapting to changes in the data or transitioning between plot types requires only minimal modifications. This feature facilitates the creation of high-quality plots suitable for publication with minimal manual adjustments.

ggplot prefers data in the “long” format, where each dimension occupies a column and each observation corresponds to a row. Structuring data in this manner (discussed previously) enhances efficiency when generating figures with ggplot.

We will be using an extended version of the Metabric data set (from the assignment) in which columns have been added for the mRNA expression values for selected genes, including estrogen receptor alpha (ESR1), progesterone receptor (PGR), GATA3 and FOXA1.

library(tidyverse)
metabric <- read_csv("data/metabric/clinical_and_expression_data.csv")

Building a Basic Plot

The construction of ggplot graphics is incremental, allowing for the addition of new elements in layers. This approach grants users extensive flexibility and customization options, enabling the creation of tailored plots to suit specific needs.

To build a ggplot, any of the following basic templates can be used for different types of plots. My preferred choice is the one highlighted in pink, which will be consistently used in subsequent examples.

Three things are required for a ggplot:

1. The data

We first specify the data frame that contains the relevant data to create a plot. Here we are sending the metabric dataset to the ggplot() function.

# render plot background
metabric |> ggplot()

This command results in an empty gray panel. We must specify how various columns of the data frame should be depicted in the plot.

2. Aesthetics aes()

Next, we specify the columns in the data we want to map to visual properties (called aesthetics or aes in ggplot2). e.g. the columns for x values, y values and colours.

Since we are interested in generating a scatter plot, each point will have an x and a y coordinate. Therefore, we need to specify the x-axis to represent the year and y-axis to represent the count.

metabric |> ggplot(aes(x = GATA3, y = ESR1))

This results in a plot which includes the grid lines, the variables and the scales for x and y axes. However, the plot is empty or lacks data points.

3. Geometric Representation geom_()

Finally, we specify the type of plot (the geom). There are different types of geoms:

geom_blank() draws an empty plot.

geom_segment() draws a straight line. geom_vline() draws a vertical line and geom_hline() draws a horizontal line.

geom_curve() draws a curved line.

geom_line()/geom_path() makes a line plot. geom_line() connects points from left to right and geom_path() connects points in the order they appear in the data.


geom_point() produces a scatterplot.

geom_jitter() adds a small amount of random noise to the points in a scatter plot.

geom_dotplot() produces a dot plot.

geom_smooth() adds a smooth trend line to a plot.

geom_quantile() draws fitted quantile with lines (a scatter plot with regressed quantiles).

geom_density() creates a density plot.


geom_histogram() produces a histogram.

geom_bar() makes a bar chart. Height of the bar is proportional to the number of cases in each group.

geom_col() makes a bar chart. Height of the bar is proportional to the values in data.


geom_boxplot() produces a box plot.

geom_violin() creates a violin plot.


geom_ribbon() produces a ribbon (y interval defined line).

geom_area() draws an area plot, which is a line plot filled to the y-axis (filled lines).

geom_rect(), geom_tile() and geom_raster() draw rectangles.

geom_polygon() draws polygons, which are filled paths.


geom_text() adds text to a plot.

geom_text() adds label to a plot.

The range of geoms available in ggplot2 can be obtained by navigating to the ggplot2 package in the Packages tab pane in RStudio (bottom right-hand corner) and scrolling down the list of functions sorted alphabetically to the geom_... functions.

Since we are interested in creating a scatter plot, the geometric representation of the data will be in point form. Therefore we use the geom_point() function.

To plot the expression of estrogen receptor alpha (ESR1) against that of the transcription factor, GATA3:

metabric |> ggplot(aes(x = GATA3, y = ESR1)) + geom_point() 

Notice that we use the + sign to add a layer of points to the plot. This concept bears resemblance to Adobe Photoshop, where layers of images can be rearranged and edited independently. In ggplot, each layer is added over the plot in accordance with its position in the code using the + sign.

A note about |> and +

ggplot2 package was developed prior to the introduction of the pipe operator. In ggplot2, the + sign functions analogously to the pipe operator in other tidyverse functions, enabling code to be written from left to right.

Customizing Plots

Adding Colour

The above plot could be made more informative. For instance, the additional information regarding the ER status (i.e., ER_IHC column) could be incorporated into the plot. To do this, we can utilize aes() and specify which column in the metabric data frame should be represented as the color of the points.

metabric |> ggplot(aes(x = GATA3, y = ESR1)) +
  geom_point(aes(colour = ER_IHC)) 

Notice that we specify the colour = ER_IHC argument in the aes() mapping inside the geom_() function instead of ggplot() function. Aesthetic mappings can be set in both ggplot() and individual geom() layers and we will discuss the difference in the Section: Adding Layers.

To colour points based on a continuous variable, for example: Nottingham prognostic index (NPI):

metabric |> ggplot(aes(x = GATA3, y = ESR1)) +
  geom_point(aes(colour = NPI)) 

In ggplot2, a color scale is used for continuous variables, while discrete or categorical values are represented using discrete colors.

Note that some patient samples lack expression values, leading ggplot2 to remove those points with missing values for ESR1 and GATA3.

Adding Shape

Let’s add shape to points.

metabric |> ggplot(aes(x = GATA3, y = ESR1)) + 
  geom_point(aes(shape = THREEGENE))
Warning: Removed 209 rows containing missing values or values outside the scale range
(`geom_point()`).

Note that some patient samples have not been classified and ggplot has removed those points with missing values for the three-gene classifier.

Some aesthetics like shape can only be used with categorical variables:

metabric |> ggplot() +
  geom_point(aes(x = GATA3, y = ESR1, shape = SURVIVAL_TIME))
Error in `geom_point()`:
! Problem while computing aesthetics.
ℹ Error occurred in the 1st layer.
Caused by error in `scale_f()`:
! A continuous variable cannot be mapped to the shape aesthetic.
ℹ Choose a different aesthetic or use `scale_shape_binned()`.

The shape argument allows you to customize the appearance of all data points by assigning an integer associated with predefined shapes shown below:

To use asterix instead of points in the plot:

metabric |> ggplot(aes(x = GATA3, y = ESR1)) + 
  geom_point(shape = 8)

It would be useful to be able to change the shape of all the points. We can do so by setting the size to a single value rather than mapping it to one of the variables in the data set - this has to be done outside the aesthetic mappings (i.e. outside the aes() bit) as above.

Aesthetic Setting vs. Mapping

Instead of mapping an aesthetic property to a variable, you can set it to a single value by specifying it in the layer parameters (outside aes()). We map an aesthetic to a variable (e.g., aes(shape = THREEGENE)) or set it to a constant (e.g., shape = 8). If you want appearance to be governed by a variable in your data frame, put the specification inside aes(); if you want to override the default size or colour, put the value outside of aes().

# size outside aes()
metabric |> ggplot(aes(x = GATA3, y = ESR1)) +
  geom_point(shape = 8)
# size inside aes()
metabric |> ggplot(aes(x = GATA3, y = ESR1)) +
  geom_point(aes(shape = THREEGENE))
Warning: Removed 209 rows containing missing values or values outside the scale range
(`geom_point()`).

The above plots are created with similar code, but have rather different outputs. The first plot sets the size to a value and the second plot maps (not sets) the size to the three-gene classifier variable.

It is usually preferable to use colours to distinguish between different categories but sometimes colour and shape are used together when we want to show which group a data point belongs to in two different categorical variables.

metabric |> ggplot(aes(x = GATA3, y = ESR1)) +
  geom_point(aes(colour = CLAUDIN_SUBTYPE, shape = THREEGENE))
Warning: Removed 209 rows containing missing values or values outside the scale range
(`geom_point()`).

Adding Size and Transparency

We can adjust the size and/or transparency of the points.

Let’s first increase the size of points.

metabric |> ggplot(aes(x = GATA3, y = ESR1)) +
  geom_point(aes(colour = CLAUDIN_SUBTYPE), size = 2)

Note that here we add the size argument outside of the the aesthetic mapping.

Size is not usually a good aesthetic to map to a variable and hence is not advised.

metabric |> ggplot(aes(x = GATA3, y = ESR1)) +
  geom_point(aes(colour = CLAUDIN_SUBTYPE, size = ER_IHC))
Warning: Using size for a discrete variable is not advised.

Because this value is discrete, the default size scale uses evenly spaced sizes for points categorized on ER status.

Transparency can be useful when we have a large number of points as we can more easily tell when points are overlaid, but like size, it is not usually mapped to a variable and sits outside the aes().

Let’s change the transparency of points.

metabric |> ggplot(aes(x = GATA3, y = ESR1)) +
  geom_point(aes(colour = THREEGENE), alpha = 0.5) 

Adding Layers

We can add another layer to this plot using a different geometric representation (or geom_ function) we discussed previously.

Let’s add trend lines to this plot using the geom_smooth() function which provide a summary of the data.

metabric |> ggplot() +
  geom_point(aes(x = GATA3, y = ESR1)) +
  geom_smooth(aes(x = GATA3, y = ESR1))
`geom_smooth()` using method = 'gam' and formula = 'y ~ s(x, bs = "cs")'

Note that the shaded area surrounding blue line represents the standard error bounds on the fitted model.

There is some annoying duplication of code used to create this plot. We’ve repeated the exact same aesthetic mapping for both geoms. We can avoid this by putting the mappings in the ggplot() function instead.

metabric |> ggplot(aes(x = GATA3, y = ESR1)) +
  geom_point() +
  geom_smooth()

Geom layers specified earlier in the command are drawn first, preceding subsequent geom layers. The sequence of geom layers specified in the command determines their order of appearance in the plot.

If you switch the order of the geom_point() and geom_smooth() functions above, you’ll notice a change in the regression line. Specifically, the regression line will now be plotted underneath the points.

Let’s make the plot look a bit prettier by reducing the size of the points and making them transparent. We’re not mapping size or alpha to any variables, just setting them to constant values, and we only want these settings to apply to the points, so we set them inside geom_point().

metabric |> ggplot(aes(x = GATA3, y = ESR1)) +
  geom_point(size = 0.5, alpha = 0.5) +
  geom_smooth() 
`geom_smooth()` using method = 'gam' and formula = 'y ~ s(x, bs = "cs")'

Aesthetic Specifications in Plot vs. Layers

Aesthetic mappings can be provided either in the initial ggplot() call, in individual layers, or through a combination of both approaches. When there’s only one layer in the plot, the method used to specify aesthetics doesn’t impact the result.

# colour argument inside ggplot()
metabric |> ggplot(aes(x = GATA3, y = ESR1, colour = ER_IHC)) +
  geom_point(size = 0.5, alpha = 0.5) +
  geom_smooth() 
# colour argument inside geom_point()
metabric |> ggplot(aes(x = GATA3, y = ESR1)) +
  geom_point(aes(colour = ER_IHC), size = 0.5, alpha = 0.5) +
  geom_smooth() 

In the left plot, since we specified the colour (i.e., colour = ER_IHC) inside the ggplot() function, the geom_smooth() function will fit regression lines for each type of ER status and will have coloured regression lines as shown above. This is because, when aesthetic mappings are defined in ggplot(), at the global level, they’re passed down to each of the subsequent geom layers of the plot.

If we want to add colour only to the points and fit a regression line across all points, we could specify the colour inside geom_point() function (i.e., right plot).

Suppose you’ve spent a bit of time getting your scatter plot just right and decide to add another layer but you’re a bit worried about interfering with the code you so lovingly crafted, you can set the inherit.aes option to FALSE and set the aesthetic mappings explicitly for your new layer.

metabric |> ggplot(aes(x = GATA3, y = ESR1, colour = ER_IHC)) +
  geom_point(size = 0.5, alpha = 0.5) +
  geom_smooth(aes(x = GATA3, y = ESR1), inherit.aes = FALSE)
`geom_smooth()` using method = 'gam' and formula = 'y ~ s(x, bs = "cs")'

Coordinate Space

ggplot automatically selects the scale and type of coordinate space for each axis. The majority of plots utilize Cartesian coordinate space, characterized by linear x and y scales.

We can change the axes limits as follows:

# assign a variable to the plot
gata_esrp <- metabric |> ggplot(aes(x = GATA3, y = ESR1)) +
  geom_point(aes(colour = ER_IHC), size = 0.5, alpha = 0.5) +
  geom_smooth() 

# change both x and y axes
gata_esrp + lims(x = c(0, 13), y = c(0, 14))
# change x axis
gata_esrp + xlim(0, NA)  
# change x axis
gata_esrp + ylim(0, 13)

When modifying the x-axis limit above, we assigned the upper limit as NA. You can leave one value as NA if you wish to calculate the corresponding limit from the range of the data.

Notice that we assigned a variable named gata_esrp to our plot and modify it by adding labels. In ggplot, you have the flexibility to assign a variable to plot and then modify it by adding layers to the plot. This approach allows you to progressively build up your visualization, incorporating various elements to convey the desired information effectively.

lims()/xlim()/ylim() vs. coord_cartesian()

When you set the limits using any of the lims()/xlim()/ylim() functions, it discards all data points outside the specified range. Consequently, the regression line is computed across the remaining data points. In contrast, coord_cartesian() adjust limits without discarding the data, thus offering a visual zoom effect.

gata_esrp + ylim(7, 10)
gata_esrp + coord_cartesian(ylim = c(7, 10))

Axis Labels

By default, ggplot use the column names specified inside the aes() as the axis labels. We can change this using the xlab() and ylab() functions.

metabric |> ggplot(aes(x = GATA3, y = ESR1)) +
  geom_point(aes(colour = ER_IHC), size = 0.5, alpha = 0.5) +
  geom_smooth() +
  xlab("GATA3 Expression") +
  ylab("ESR1 Expression")

Customizing Plots

You can customize plots to include a title, a subtitle, a caption or a tag.

To add a title and/or subtitle:

metabric |> ggplot(aes(x = GATA3, y = ESR1)) +
  geom_point(aes(colour = ER_IHC), size = 0.5, alpha = 0.5) +
  geom_smooth() +
  ggtitle(
    label = "Expression of estrogen receptor alpha against the transcription factor",
    subtitle = "ESR1 vs GATA3")

We can use the labs() function to add a title and additional information.

metabric |> ggplot(aes(x = GATA3, y = ESR1)) +
  geom_point(aes(colour = ER_IHC), size = 0.5, alpha = 0.5) +
  geom_smooth() +
  labs(
    title = "Expression of estrogen receptor alpha against the transcription factor",
    subtitle = "ESR1 vs GATA3",
    caption = "This is a caption",
    tag = "Figure 1",
    y = "ESR1 Expression")

Themes

Themes control the overall appearance of the plot, including background color, grid lines, axis labels, and text styles. ggplot offers several built-in themes, and you can also create custom themes to match your preferences or the requirements of your publication. The default theme has a grey background.

gata_esrp <- metabric |> ggplot(aes(x = GATA3, y = ESR1)) +
  geom_point(aes(colour = ER_IHC), size = 0.5, alpha = 0.5) +
  geom_smooth() 

gata_esrp + theme_bw()
`geom_smooth()` using method = 'gam' and formula = 'y ~ s(x, bs = "cs")'

Try these themes yourselves: theme_classic(), theme_dark(), theme_grey() (default), theme_light(), theme_linedraw(), theme_minimal(), theme_void() and theme_test().

Facets

To enhance readability and clarity, we can break the above plot into sub-plots, called faceting. Facets are commonly used to split a plot into multiple panels based on the values of one or more variables. This can be useful for exploring relationships in the data across different subsets or categories.

To do this, we use the tilde symbol ~ to specify the column name that will form each facet.

metabric |> ggplot(aes(x = GATA3, y = ESR1)) +
  geom_point(aes(colour = PR_STATUS), size = 0.5, alpha = 0.5) +
  geom_smooth() +
  facet_wrap(~ PR_STATUS)
`geom_smooth()` using method = 'gam' and formula = 'y ~ s(x, bs = "cs")'

Note that the aesthetics and geoms including the regression line that were specified for the original plot, are applied to each of the facets.

Alternatively, the variable(s) used for faceting can be specified using vars().

metabric |> ggplot(aes(x = GATA3, y = ESR1)) +
  geom_point(aes(colour = PR_STATUS), size = 0.5, alpha = 0.5) +
  facet_wrap(vars(PR_STATUS))

Faceting is usually better than displaying groups using different colours when there are more than two or three groups when it can be difficult to really tell which points belong to each group. A case in point is for the three-gene classification in the GATA3 vs ESR1 scatter plot we created above. Let’s create a faceted version of that plot.

metabric |> ggplot(aes(x = GATA3, y = ESR1)) +
  geom_point(aes(colour = THREEGENE), size = 0.5, alpha = 0.5) +
  facet_wrap(vars(THREEGENE))

This helps explain why the function is called facet_wrap(). When it has too many subplots to fit across the page, it wraps around to another row. We can control how many rows or columns to use with the nrow and ncol arguments.

metabric |> ggplot(aes(x = GATA3, y = ESR1)) +
  geom_point(aes(colour = THREEGENE), size = 0.5, alpha = 0.5) +
  facet_wrap(vars(THREEGENE), nrow = 1)

metabric |> ggplot(aes(x = GATA3, y = ESR1)) +
  geom_point(aes(colour = THREEGENE), size = 0.5, alpha = 0.5) +
  facet_wrap(vars(THREEGENE), ncol = 2)

We can combine faceting on one variable with a colour aesthetic for another variable. For example, let’s show the tumour stage status (Neoplasm histologic grade) using faceting and the HER2 status using colours.

metabric |> ggplot(aes(x = GATA3, y = ESR1, colour = HER2_STATUS)) +
  geom_point(size = 0.5, alpha = 0.5) +
  facet_wrap(vars(GRADE))

Instead of this we could facet on more than variable.

metabric |> ggplot(aes(x = GATA3, y = ESR1)) +
  geom_point(size = 0.5, alpha = 0.5) +
  facet_wrap(vars(GRADE, HER2_STATUS))

Faceting on two variables is usually better done using the other faceting function, facet_grid(). Note the change in how the formula is written.

metabric |> ggplot(aes(x = GATA3, y = ESR1)) +
  geom_point(size = 0.5, alpha = 0.5) +
  facet_grid(vars(GRADE), vars(HER2_STATUS))

Again we can use colour aesthetics alongside faceting to add further information to our visualization.

metabric |> ggplot(aes(x = GATA3, y = ESR1, colour = CLAUDIN_SUBTYPE)) +
  geom_point(size = 0.5, alpha = 0.5) +
  facet_grid(vars(GRADE), vars(HER2_STATUS))

Finally, we can use a labeller to change the labels for each of the categorical values so that these are more meaningful in the context of this plot.

grade_labels <- c("1" = "Grade I", "2" = "Grade II", "3" = "Grade III")
her2_status_labels <- c("Positive" = "HER2 positive", "Negative" = "HER2 negative")
#
metabric |> ggplot(aes(x = GATA3, y = ESR1, colour = CLAUDIN_SUBTYPE)) +
  geom_point(size = 0.5, alpha = 0.5) +
  facet_grid(vars(GRADE),
             vars(HER2_STATUS),
             labeller = labeller(
               GRADE = grade_labels,
               HER2_STATUS = her2_status_labels
              )
            )

This would certainly be necessary if we were to use ER and HER2 status on one side of the grid.

er_status_labels <- c("Positive" = "ER positive", "Negative" = "ER negative")
#
metabric |> ggplot(aes(x = GATA3, y = ESR1, colour = CLAUDIN_SUBTYPE)) +
  geom_point(size = 0.5, alpha = 0.5) +
  facet_grid(vars(GRADE),
             vars(ER_IHC, HER2_STATUS),
             labeller = labeller(
               GRADE = grade_labels,
               ER_IHC = er_status_labels,
               HER2_STATUS = her2_status_labels
              )
            )

Bar chart

The metabric study redefined how we think about breast cancer by identifying and characterizing several new subtypes, referred to as integrative clusters. Let’s create a bar chart of the number of patients whose cancers fall within each subtype in the metabric cohort.

The geom_bar is the geom used to plot bar charts. It requires a single aesthetic mapping of the categorical variable of interest to x.

metabric |> ggplot() +
  geom_bar(aes(x = INTCLUST))

The dark grey bars are a big ugly - what if we want each bar to be a different colour?

metabric |> ggplot() +
  geom_bar(aes(x = INTCLUST, colour = INTCLUST))

Colouring the edges wasn’t quite what we had in mind. Look at the help for geom_bar to see what other aesthetic we should have used.

metabric |> ggplot() +
  geom_bar(aes(x = INTCLUST, fill = INTCLUST))

What happens if we colour (fill) with something other than the integrative cluster?

metabric |> ggplot() +
  geom_bar(aes(x = INTCLUST, fill = ER_IHC))

We get a stacked bar plot.

Note the similarity in what we did here to what we did with the scatter plot - there is a common grammar.

Let’s try another stacked bar plot, this time with a categorical variable with more than two categories.

metabric |> ggplot() +
  geom_bar(aes(x = INTCLUST, fill = THREEGENE))

We can rearrange the three gene groups into adjacent (dodged) bars by specifying a different position within geom_bar():

metabric |> ggplot() +
  geom_bar(aes(x = INTCLUST, fill = THREEGENE), position = 'dodge')

What if want all the bars to be the same colour but not dark grey, e.g. blue?

metabric |> ggplot() +
  geom_bar(aes(x = INTCLUST, fill = "blue"))

That doesn’t look right - why not?

You can set the aesthetics to a fixed value but this needs to be outside the mapping, just like we did before for size and transparency in the scatter plots.

metabric |> ggplot() +
  geom_bar(aes(x = INTCLUST), fill = "blue")

Setting this inside the aes() mapping told ggplot2 to map the colour aesthetic to some variable in the data frame, one that doesn’t really exist but which is created on-the-fly with a value of “blue” for every observation.

You may have noticed that ggplot2 didn’t just plot values from our data set but had to do some calculation first for the bar chart, i.e. it had to sum the number of observations in each category.

Each geom has a statistical transformation. In the case of the scatter plot, geom_point uses the “identity” transformation which means just use the values as they are (i.e. not really a transformation at all). The statistical transformation for geom_bar is “count”, which means it will count the number of observations for each category in the variable mapped to the x aesthetic.

You can see which statistical transformation is being used by a geom by looking at the stat argument in the help page for that geom.

There are some circumstances where you’d want to change the stat, for example if we already had count values in our table.

# the previous plot
metabric |> ggplot() +
  geom_bar(aes(x = INTCLUST))
# same plot after computing counts and using the identity stat
counts <- metabric |> count(INTCLUST) 
counts |> ggplot() +
  geom_bar(aes(x = INTCLUST, y = n), stat = "identity")

Box plot

Box plots (or box & whisker plots) are a particular favourite seen in many seminars and papers. Box plots summarize the distribution of a set of values by displaying the minimum and maximum values, the median (i.e. middle-ranked value), and the range of the middle 50% of values (inter-quartile range). The whisker line extending above and below the IQR box define Q3 + (1.5 x IQR), and Q1 - (1.5 x IQR) respectively.

To create a box plot from Metabric dataset:

metabric |> ggplot(aes(x = ER_IHC, y = GATA3)) +
  geom_boxplot()

See geom_boxplot help to explain how the box and whiskers are constructed and how it decides which points are outliers and should be displayed as points.

How about adding another layer to display all the points?

metabric |> ggplot(aes(x = ER_IHC, y = GATA3)) +
  geom_boxplot() +
  geom_point()

Ideally, we’d like these points to be spread out a bit. The help page of geom_point fucntion points to geom_jitter as more suitable when one of the variables is categorical.

metabric |> ggplot(aes(x = ER_IHC, y = GATA3)) +
  geom_boxplot() +
  geom_jitter()

Well, that’s a bit of a mess. We can bring the geom_boxplot() layer forward:

metabric |> ggplot(aes(x = ER_IHC, y = GATA3)) +
  geom_jitter() +
  geom_boxplot(alpha = 0.5) 

Still not the best plot. We can reduce the spread or jitter and make the points smaller and transparent:

metabric |> ggplot(aes(x = ER_IHC, y = GATA3)) +
  geom_boxplot() +
  geom_jitter(width = 0.3, size = 0.5, alpha = 0.25)

Displaying points in this way makes much more sense when we only have a few observations and where the box plot masks the fact, perhaps giving the false impression that the sample size is larger than it actually is. Here it makes less sense as we have very many observations.

Let’s try a colour aesthetic to also look at how estrogen receptor expression differs between HER2 positive and negative tumours.

metabric |> ggplot(aes(x = ER_IHC, y = GATA3, colour = HER2_STATUS)) +
  geom_boxplot() 

Violin plot

A violin plot is used to visualize the distribution of a numeric variable across different categories. It combines aspects of a box plot and a kernel density plot.

The width of the violin at any given point represents the density of data at that point. Wider sections indicate a higher density of data points, while narrower sections indicate lower density. By default, violin plots are symmetric.

metabric |> ggplot(aes(y = GATA3, x = ER_IHC, colour = HER2_STATUS)) + 
  geom_violin()

Inside each violin plot, a box plot is often included, showing additional summary statistics such as the median, quartiles, and potential outliers. This helps provide a quick overview of the central tendency and spread of the data within each category.

metabric |> ggplot(aes(y = GATA3, x = ER_IHC, colour = HER2_STATUS)) + 
  geom_violin() + 
  geom_boxplot(width = 0.8, alpha = 0.4)

In the above plot, the violin plots and box plots are misaligned. You can read the cause of this here.

To align them, we can use the position_dodge() function to manually adjusting the horizontal position as follows.

metabric |> ggplot(aes(y = GATA3, x = ER_IHC, colour = HER2_STATUS)) + 
  geom_violin(position = position_dodge(0.8)) + 
  geom_boxplot(width = 0.8, alpha = 0.4)

Histogram

The geom for creating histograms is, rather unsurprisingly, geom_histogram().

metabric |> ggplot() +
  geom_histogram(aes(x = AGE_AT_DIAGNOSIS))
`stat_bin()` using `bins = 30`. Pick better value with `binwidth`.

The warning message hints at picking a more optimal number of bins by specifying the binwidth argument.

metabric |> ggplot() +
  geom_histogram(aes(x = AGE_AT_DIAGNOSIS), binwidth = 5)

Or we can set the number of bins.

metabric |> ggplot() +
  geom_histogram(aes(x = AGE_AT_DIAGNOSIS), bins = 20)

These histograms are not very pleasing, aesthetically speaking - how about some better aesthetics?

metabric |> ggplot() +
  geom_histogram(
    aes(x = AGE_AT_DIAGNOSIS), 
    bins = 20, 
    colour = "darkblue", 
    fill = "grey")

Density plot

Density plots are used to visualize the distribution of a continuous variable in a dataset. These are essentially smoothed histograms, where the area under the curve for each sub-group will sum to 1. This allows us to compare sub-groups of different size.

metabric |> ggplot() + 
  geom_density(aes(x = AGE_AT_DIAGNOSIS, colour = INTCLUST))

Categorical variables – factors

Several of the variables in the Metabric data set are categorical. Some of these have been read into R as character types (e.g. the three gene classifier), other as numerical values (e.g. tumour stage). We also have some binary variables that are essentially categorical variables but with only 2 possible values (e.g. ER status).

In many of the plots given above, ggplot2 has treated character variables as categorical in situations where a categorical variable is expected. For example, when we displayed points on a scatter plot using different colours for each three gene classification, or when we created separate box plots in the same graph for ER positive and negative patients.

But what about when our categorical variable has been read into R as a continuous variable, e.g. Tumour_stage, which is read in as a double type.

metabric |> ggplot() +
  geom_point(aes(x = GATA3, y = ESR1, colour = TUMOR_STAGE))

table(metabric$TUMOR_STAGE)

  0   1   2   3   4 
  4 490 818 118  10 

Tumour stage has only 5 discrete states but ggplot2 doesn’t know these are supposed to be a restricted set of values and has used a colour scale to show them as if they were continuous. We need to tell R that these are categorical (or factors).

Let’s convert our tumour stage variable to a factor using the as.factor() function.

metabric$TUMOR_STAGE <- as.factor(metabric$TUMOR_STAGE)
metabric |> select(PATIENT_ID, TUMOR_STAGE) |> head()
PATIENT_ID TUMOR_STAGE
MB-0000 2
MB-0002 1
MB-0005 2
MB-0006 2
MB-0008 2
MB-0010 4

R actually stores categorical variables as integers but with some additional metadata about which of the integer values, or ‘levels’, corresponds to each category.

typeof(metabric$TUMOR_STAGE)
[1] "integer"
class(metabric$TUMOR_STAGE)
[1] "factor"
levels(metabric$TUMOR_STAGE)
[1] "0" "1" "2" "3" "4"
metabric |> ggplot() +
  geom_point(aes(x = GATA3, y = ESR1, colour = TUMOR_STAGE))

In this case the order of the levels makes sense but for other variables you may wish for more control over the ordering. Take the integrative cluster variable for example. We created a bar plot of the numbers of patients in the Metabric cohort within each integrative cluster. Did you notice the ordering of the clusters? 10 came just after 1 and before 2. That looked a bit odd as we’d have naturally expected it to come last of all. R, on the other hand, is treating this vector as a character vector (mainly because of the ‘ER-’ and ‘ER+’ subtypes of cluster 4, and sorts the values into alphanumerical order.

metabric$INTCLUST <- as.factor(metabric$INTCLUST)
levels(metabric$INTCLUST)
 [1] "1"    "10"   "2"    "3"    "4ER-" "4ER+" "5"    "6"    "7"    "8"   
[11] "9"   

As discussed Section: Factors, we can create a factor using the factor() function and specify the levels using the levels argument.

metabric$INTCLUST <- factor(metabric$INTCLUST, levels = c("1", "2", "3", "4ER-", "4ER+", "5", "6", "7", "8", "9", "10"))
levels(metabric$INTCLUST)
 [1] "1"    "2"    "3"    "4ER-" "4ER+" "5"    "6"    "7"    "8"    "9"   
[11] "10"  
metabric |> ggplot() +
  geom_bar(aes(x = INTCLUST, fill = INTCLUST))

Line plot

A line plot is used to display the trend or pattern in data over a continuous range of values, typically along the x-axis (horizontal axis).

Before we create a line plot, let’s start by reading a subset of cancer_mort dataset using the read_csv() function:

library(tidyverse)
# first read the dataset
cancer_mort_full <- read_csv("data/Australian_Cancer_Incidence_and_Mortality.csv")  
# lets consider the rows with cancer types that starts with B letters only. 
# this is done for illustartion purposes. 
cancer_mort <- cancer_mort_full |> filter(str_detect(Cancer_Type, '^B[a-z]+'))

Next, we filter the cancer_mort data frame to plot only the counts for the female patients in the age group 55-59 and are categorized as moratality cases.

# define a new subset from cancer_mort dataset
cancer_mort_55 <- cancer_mort |> 
  filter(Age == '55-59' & Type == "Mortality", Sex == 'Female')
cancer_mort_55 |> ggplot(aes(x = Year, y = Count)) + 
  geom_line(aes(colour = Cancer_Type)) 

Another aesthetic available for geom_line is linetype.

cancer_mort_55 |> ggplot(aes(x = Year, y = Count)) + 
  geom_line(aes(linetype = Cancer_Type)) 

Saving plot images

Use ggsave() to save the last plot you displayed.

ggsave("integrative_cluster.png")

You can alter the width and height of the plot and can change the image file type.

ggsave("integrative_cluster.pdf", width = 20, height = 12, units = "cm")

You can also pass in a plot object you have created instead of using the last plot displayed. See the help page (?ggsave) for more details.

The ggplot object – a peek under the hood

Let’s build a ggplot2 plot up in stages to understand what’s really going on.

plot <- metabric |> ggplot()

What is the plot object we’ve just created?

typeof(plot)
[1] "list"
length(plot)
[1] 11

The plot object is a list containing 11 elements. It’s actually a special type of list.

class(plot)
[1] "gg"     "ggplot"

What are the 11 things in the list?

names(plot)
 [1] "data"        "layers"      "scales"      "guides"      "mapping"    
 [6] "theme"       "coordinates" "facet"       "plot_env"    "layout"     
[11] "labels"     

The data element is just the metabric tibble that we provided to the ggplot() function.

plot$data
PATIENT_ID LYMPH_NODES_EXAMINED_POSITIVE NPI CELLULARITY CHEMOTHERAPY COHORT ER_IHC HER2_SNP6 INTCLUST AGE_AT_DIAGNOSIS SURVIVAL_TIME SURVIVAL_STATUS CLAUDIN_SUBTYPE THREEGENE VITAL_STATUS RADIO_THERAPY CANCER_TYPE_DETAILED HER2_STATUS PR_STATUS GRADE TUMOR_SIZE TUMOR_STAGE ERBB2 ESR1 FOXA1 GATA3 MLPH PGR PIK3CA TP53
MB-0000 10 6.04400 NA NO 1 Positve NEUTRAL 4ER+ 75.65 140.5000000 LIVING claudin-low ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 22.00 2 9.333972 8.929817 7.953794 6.932146 9.729728 5.680501 5.704157 6.338739
MB-0002 0 4.02000 High NO 1 Positve NEUTRAL 4ER+ 43.19 84.6333333 LIVING LumA ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 10.00 1 9.729606 10.047059 11.843989 11.251197 12.536570 7.505424 5.757727 6.192507
MB-0005 1 4.03000 High YES 1 Positve NEUTRAL 3 48.87 163.7000000 DECEASED LumB NA Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 2 15.00 2 9.725825 10.041281 11.698169 9.289758 10.306115 7.376123 6.751566 6.404516
MB-0006 3 4.05000 Moderate YES 1 Positve NEUTRAL 9 47.68 164.9333333 LIVING LumB NA Living YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 25.00 2 10.334979 10.404685 11.863379 8.667723 10.472181 6.815637 7.219187 6.869241
MB-0008 8 6.08000 High YES 1 Positve NEUTRAL 9 76.97 41.3666667 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 3 40.00 2 9.956267 11.276581 11.625006 9.719781 12.161961 7.331223 5.817818 6.337951
MB-0010 0 4.06200 Moderate NO 1 Positve NEUTRAL 7 78.77 7.8000000 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 31.00 4 9.739996 11.239750 12.142178 9.787085 11.433164 5.954311 6.123056 5.419711
MB-0014 1 4.02000 Moderate YES 1 Positve LOSS 3 56.45 164.3333333 LIVING LumB NA Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 10.00 2 9.276507 10.793832 11.482627 8.365527 10.755199 7.720952 7.481835 5.992706
MB-0020 NA 6.13000 High YES 1 Negative NEUTRAL 4ER- 70.00 22.4000000 DECEASED Normal ER-/HER2- Died of Disease YES Breast Invasive Lobular Carcinoma Negative Negative 3 65.00 3 10.282963 7.094503 10.655061 7.515401 11.461158 5.761057 5.681423 6.018152
MB-0022 1 4.05800 Moderate NO 1 Positve NEUTRAL 3 89.08 99.5333333 DECEASED claudin-low NA Died of Other Causes YES Breast Mixed Ductal and Lobular Carcinoma Negative Negative 2 29.00 2 8.613192 10.440667 10.679403 7.872962 9.945023 5.592522 7.593330 6.165420
MB-0028 1 5.03200 Moderate NO 1 Positve GAIN 9 86.41 36.5666667 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 3 16.00 2 10.678266 12.521038 12.148375 10.260059 10.936002 5.325554 6.250678 6.220372
MB-0035 0 3.05600 High NO 1 Negative LOSS 3 84.22 36.2666667 DECEASED Her2 ER+/HER2- High Prolif Died of Disease NO Breast Invasive Lobular Carcinoma Negative Negative 2 28.00 2 11.514514 7.536847 12.804542 10.212611 13.474571 5.587666 5.988243 6.411477
MB-0036 0 3.04400 Moderate NO 1 Positve NEUTRAL 3 85.49 132.0333333 DECEASED LumA ER+/HER2- Low Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 2 22.00 4 10.033753 10.927313 11.991655 10.845709 12.466928 7.002502 5.650386 5.943520
MB-0039 0 2.04200 High NO 1 Positve GAIN 4ER+ 70.91 163.5333333 LIVING LumB NA Living YES Breast Invasive Ductal Carcinoma Negative Positive 1 21.00 1 9.456712 11.752263 11.883358 9.520894 11.961181 6.648324 7.791616 5.405316
MB-0045 3 5.03800 High YES 1 Negative NEUTRAL 4ER- 45.27 164.9000000 LIVING claudin-low NA Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 19.00 2 9.618424 6.367051 7.912785 7.360639 8.870537 5.828489 6.005518 6.328115
MB-0046 24 6.07200 High NO 1 Positve GAIN 5 83.02 14.1333333 DECEASED LumA NA Died of Other Causes YES Breast Invasive Ductal Carcinoma Positive Positive 3 36.00 2 14.428039 11.647160 11.736155 10.213909 12.181709 6.942292 5.658696 6.187936
MB-0048 1 4.05000 Low YES 1 Positve GAIN 4ER+ 51.46 103.8333333 LIVING claudin-low NA Living YES Breast Invasive Ductal Carcinoma Positive Positive 2 25.00 2 12.847992 8.101955 10.963978 7.294771 9.063062 6.114007 7.779824 6.397985
MB-0050 3 4.06600 Moderate YES 1 Positve NEUTRAL 8 44.64 75.3333333 LIVING Normal ER+/HER2- Low Prolif Living YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 33.00 2 10.399286 9.492446 11.188134 9.396237 12.243680 6.665170 5.617013 6.843690
MB-0053 0 3.04600 High NO 1 Positve NEUTRAL 7 70.02 161.0666667 LIVING LumB NA Living YES Breast Invasive Ductal Carcinoma Negative Negative 2 23.00 2 9.209722 12.400267 11.097129 8.910762 10.311984 5.521510 8.156573 5.909245
MB-0054 0 4.07200 Moderate NO 1 Positve GAIN 10 66.91 160.3000000 LIVING LumB NA Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 36.00 2 9.451855 10.194473 10.822652 7.465016 8.665371 6.769441 7.564274 5.350892
MB-0056 0 3.05800 High NO 1 Positve NEUTRAL 1 62.62 62.8666667 LIVING LumB NA Living NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 29.00 1 8.674760 11.560030 10.905011 8.838840 9.829488 6.336388 7.234934 5.845364
MB-0059 NA 4.03400 High NO 1 Positve NEUTRAL 8 75.58 160.9000000 LIVING LumA ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 17.00 1 10.940249 12.014078 11.381152 10.020075 11.788560 8.283236 5.832260 6.079115
MB-0060 0 4.04600 High YES 1 Positve NEUTRAL 10 45.43 140.8666667 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 23.00 2 9.230217 8.053282 11.201250 8.391922 10.667734 8.828565 5.798129 5.263823
MB-0062 0 4.03400 High YES 1 Negative NEUTRAL 10 52.14 153.9666667 LIVING Basal NA Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 17.00 1 7.789817 5.965770 6.461705 5.987214 6.266163 5.164429 7.332574 5.444836
MB-0064 0 3.03600 Moderate NO 1 Positve GAIN 3 69.13 108.9333333 LIVING LumB NA Living NO Breast Invasive Ductal Carcinoma Negative Positive 2 18.00 1 8.367936 11.288632 11.847914 8.528343 10.443699 8.161056 6.412103 6.433638
MB-0066 1 4.03200 High NO 1 Positve NEUTRAL 7 61.49 157.4333333 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 16.00 2 10.566401 11.007844 11.686304 10.657328 11.928769 5.904243 5.952877 5.677915
MB-0068 1 3.02400 High NO 1 Positve LOSS 3 51.01 103.1333333 LIVING LumA NA Living YES Breast Invasive Ductal Carcinoma Negative Positive 1 12.00 2 8.939984 9.824610 11.786097 9.143836 10.793074 6.327463 7.047268 6.293873
MB-0071 NA 4.10000 High NO 1 Positve NEUTRAL 8 68.42 131.0000000 DECEASED LumB NA Died of Other Causes YES Invasive Breast Carcinoma Negative Negative 2 50.00 2 9.746472 8.964655 11.321479 8.494004 10.987163 5.545891 7.716491 5.913374
MB-0079 4 6.08000 High YES 1 Negative NEUTRAL 10 50.42 28.5000000 DECEASED Her2 NA Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 40.00 2 9.068777 6.312633 10.690917 5.667747 9.056929 5.305683 7.068624 6.673993
MB-0081 0 3.04800 Moderate NO 1 Positve NEUTRAL 3 49.61 69.5000000 LIVING claudin-low NA Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 24.00 2 8.631017 9.336161 10.549899 7.176704 9.424075 8.421705 7.623561 6.331530
MB-0083 0 3.02600 Moderate NO 1 Positve NEUTRAL 2 64.85 86.0666667 DECEASED LumB NA Died of Disease YES Breast Invasive Lobular Carcinoma Negative Positive 2 13.00 1 9.075396 10.395644 11.072277 8.209932 10.811984 6.531288 7.125535 6.322662
MB-0093 1 5.02800 High NO 1 Positve NEUTRAL 3 43.55 153.2000000 LIVING LumB NA Living YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 3 14.00 2 9.579870 8.732003 11.009766 8.230418 9.651660 7.101681 7.317509 6.124971
MB-0095 1 4.11000 High NO 1 Positve NEUTRAL 8 80.50 49.7666667 DECEASED LumB NA Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 2 55.00 3 10.136965 11.367213 11.896511 10.204282 12.119337 8.466538 5.791942 6.075382
MB-0097 3 5.06000 High NO 1 Positve NEUTRAL 8 78.19 98.7000000 LIVING LumA NA Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 30.00 2 10.015940 12.162315 12.300668 10.648987 13.106281 6.671270 5.839780 6.433805
MB-0099 NA 3.04200 Moderate YES 1 Positve LOSS 4ER+ 51.58 132.1000000 DECEASED LumB NA Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 2 21.00 2 8.707873 9.272099 11.102096 8.122932 9.675494 6.512501 7.469533 6.179780
MB-0100 0 4.07800 Low YES 1 Negative NEUTRAL 10 68.68 8.0666667 DECEASED Basal ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 39.00 2 8.881671 6.204958 6.311955 5.687771 7.963707 5.172111 6.189728 7.072938
MB-0101 0 3.06800 Moderate NO 1 Positve NEUTRAL 8 46.89 148.0333333 LIVING Normal ER+/HER2- Low Prolif Living YES Breast Invasive Lobular Carcinoma Negative Positive 2 34.00 2 9.213002 8.979270 10.820661 9.758731 12.250019 7.176244 5.649718 6.077036
MB-0102 16 5.08000 High YES 1 Positve NEUTRAL 3 51.38 140.7666667 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Lobular Carcinoma Negative Positive 2 40.00 2 9.980732 9.913163 11.052930 9.402294 11.474559 7.651020 5.970082 6.431794
MB-0106 5 4.14000 Moderate YES 1 Positve NEUTRAL 8 49.87 85.3333333 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 1 70.00 3 11.212350 9.916296 11.802671 11.824665 11.743512 5.935892 5.968184 6.178509
MB-0107 0 4.03600 Moderate NO 1 Positve NEUTRAL 1 65.59 158.0333333 LIVING LumB NA Living NO Breast Invasive Ductal Carcinoma Negative Positive 3 18.00 2 9.162085 10.661421 11.778622 9.171370 9.163342 6.446050 7.417951 7.605603
MB-0108 0 4.03600 Low YES 1 Positve NEUTRAL 4ER+ 43.15 42.7000000 DECEASED claudin-low NA Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 18.00 1 8.151015 8.903668 9.866770 7.031172 8.665836 5.486929 7.675146 5.944936
MB-0109 0 4.09000 High NO 1 Positve GAIN 9 82.53 112.4000000 DECEASED Basal ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 3 45.00 2 10.214081 9.829334 11.408689 9.959464 11.443794 7.816112 6.362350 5.977853
MB-0111 0 2.05400 High NO 1 Positve NEUTRAL 3 54.23 127.1000000 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 1 27.00 2 10.611980 10.780525 11.702738 10.655043 10.805460 6.098338 5.929294 6.486340
MB-0112 14 6.30000 High NO 1 Positve NEUTRAL 3 83.89 39.1666667 DECEASED LumA ER+/HER2- Low Prolif Died of Disease YES Breast Invasive Lobular Carcinoma Negative Negative 3 150.00 3 9.580607 9.185200 11.513395 10.334501 12.185778 5.480888 5.513442 6.068562
MB-0113 3 5.03400 Low YES 1 Positve GAIN 5 36.96 43.1666667 LIVING Her2 HER2+ Living YES Breast Invasive Ductal Carcinoma Positive Negative 3 17.00 2 14.464282 7.259560 11.836422 9.735889 12.388049 5.340179 5.828685 6.548147
MB-0114 0 3.06000 Low NO 1 Positve NEUTRAL 8 48.59 13.4000000 LIVING LumA ER+/HER2- High Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 2 30.00 2 11.643110 10.594701 11.888646 10.734528 12.942125 7.685482 5.918056 6.929252
MB-0115 0 4.05000 Moderate YES 1 Negative NEUTRAL 10 39.84 66.7333333 DECEASED Basal ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 25.00 2 9.441958 5.642173 5.790008 6.828369 7.070762 5.648775 5.978316 6.898178
MB-0116 1 4.12000 Moderate YES 1 Positve NEUTRAL 6 42.55 122.2666667 LIVING Normal ER+/HER2- High Prolif Living YES Breast Invasive Lobular Carcinoma Negative Positive 2 60.00 3 10.440674 10.472067 11.586207 9.448560 11.883895 6.954703 6.389716 6.363460
MB-0117 1 4.04600 Moderate NO 1 Positve NEUTRAL 1 60.07 2.4000000 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Mixed Ductal and Lobular Carcinoma Negative Negative 2 23.00 2 10.066624 10.336801 11.681758 10.866013 12.310830 5.111470 5.753273 6.410019
MB-0119 1 4.04600 High NO 1 Positve GAIN 7 82.73 95.8666667 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 2 23.00 2 11.125602 11.476768 11.439106 10.555847 11.721412 5.669594 5.915559 6.159123
MB-0120 1 5.05200 Moderate NO 1 Positve GAIN 9 72.10 29.0666667 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Positive Negative 3 26.00 2 12.468540 8.490344 11.466857 9.992555 10.629316 5.717242 6.545389 5.817551
MB-0121 6 5.06000 Moderate NO 1 Positve NEUTRAL 8 78.73 152.2000000 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 2 30.00 2 10.716436 10.652526 11.519499 11.153892 12.117059 5.545009 5.475052 6.039753
MB-0122 1 3.04000 Moderate NO 1 Positve NEUTRAL 8 58.95 138.9000000 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 1 20.00 2 11.197765 10.344746 12.150795 11.990016 12.311977 6.080853 6.031343 6.019888
MB-0123 0 4.05000 Moderate NO 1 Positve NEUTRAL 1 76.89 114.2333333 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 3 25.00 2 9.134077 11.565522 11.983767 10.354114 11.894754 7.008198 5.848327 6.023612
MB-0124 2 4.10000 Low YES 1 Positve NEUTRAL 8 43.46 118.2000000 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 50.00 3 10.199172 9.238997 11.121980 11.195450 12.157160 7.365641 6.073793 5.987757
MB-0125 0 2.01800 Low NO 1 Positve NEUTRAL 8 73.98 1.2666667 LIVING LumB ER+/HER2- Low Prolif Living NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive 1 9.00 2 10.361415 11.661661 12.370084 10.765258 13.110723 8.427522 5.770960 6.052159
MB-0126 0 3.07000 Moderate NO 1 Positve NEUTRAL 8 61.95 127.6333333 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 35.00 2 9.700585 11.696669 12.179607 10.752291 11.498305 6.964242 5.683341 6.221387
MB-0127 1 4.02600 NA YES 1 Positve NEUTRAL 3 52.11 132.0666667 LIVING Normal ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 2 13.00 2 11.011174 7.383420 10.912581 8.749941 11.732541 5.368214 5.997610 5.877772
MB-0128 0 3.02800 Low NO 1 Positve NEUTRAL 3 57.40 137.8000000 LIVING claudin-low ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 14.00 1 9.808182 9.810028 11.143246 10.302049 12.020489 6.937857 5.677048 6.342947
MB-0129 4 6.04800 Low YES 1 Negative GAIN 5 63.53 38.5666667 DECEASED Her2 HER2+ Died of Other Causes YES Breast Invasive Ductal Carcinoma Positive Negative 3 24.00 2 13.495315 6.217353 10.474061 7.141058 10.331051 5.582046 6.556857 5.678390
MB-0130 0 2.03400 Low NO 1 Positve GAIN 5 56.75 153.5666667 LIVING LumA HER2+ Living NO Breast Invasive Ductal Carcinoma Positive Negative 1 17.00 1 14.227239 9.433424 11.457621 9.851157 12.008044 5.214175 6.038995 6.075942
MB-0131 0 4.07800 Moderate YES 1 Positve NEUTRAL 8 69.16 66.6333333 DECEASED LumA ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 39.00 2 11.309383 10.825580 12.234708 11.838802 12.595695 5.423292 5.424415 6.383477
MB-0133 1 3.16000 Moderate YES 1 Positve NEUTRAL 8 58.89 151.0000000 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Mixed Ductal and Lobular Carcinoma Negative Negative 1 80.00 2 10.869744 10.894843 11.993450 11.691417 12.383756 5.596965 5.253358 6.525876
MB-0134 3 5.04400 High NO 1 Positve NEUTRAL 8 73.11 12.9333333 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 22.00 2 7.797562 10.761165 11.923786 11.007122 12.320147 5.545758 6.001410 6.581809
MB-0135 1 5.07000 Moderate NO 1 Positve NEUTRAL 2 74.09 116.6333333 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 35.00 2 9.910223 12.221116 11.611142 10.494146 12.754318 8.094895 5.972875 6.161562
MB-0136 0 3.02600 High NO 1 Positve NEUTRAL 3 72.30 88.2000000 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 2 13.00 1 9.991708 10.459638 11.382610 10.821317 11.480737 6.599037 5.985898 5.824637
MB-0138 0 3.03600 Moderate NO 1 Positve LOSS 3 51.33 150.5666667 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 2 18.00 1 10.653831 9.955656 11.846408 10.609398 12.603309 7.074675 5.848341 6.148857
MB-0139 1 4.06000 Moderate NO 1 Positve NEUTRAL 3 47.62 109.2000000 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Lobular Carcinoma Negative Positive 2 30.00 2 10.742113 11.281139 11.554546 9.336284 12.551977 8.360287 5.662793 6.466538
MB-0140 1 4.05400 High NO 1 Positve NEUTRAL 8 74.07 147.9333333 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 2 27.00 2 10.362404 10.832705 12.193951 10.249865 12.612076 5.273848 6.035561 5.692617
MB-0142 0 3.03200 Moderate NO 1 Positve LOSS 1 57.99 12.4000000 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 16.00 1 10.260132 9.792387 12.121663 11.611135 12.924314 6.384507 5.928007 5.575506
MB-0143 2 5.04400 High NO 1 Positve NEUTRAL 9 85.39 54.3333333 DECEASED LumA ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 3 22.00 2 10.479775 10.499237 11.939755 10.552701 12.237450 5.362111 5.635042 6.190036
MB-0144 6 6.05200 High NO 1 Positve NEUTRAL 8 79.73 152.0666667 DECEASED LumB ER+/HER2- Low Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 26.00 NA 10.310480 8.994957 11.950633 9.488306 11.800801 6.074494 6.025915 6.563541
MB-0145 0 3.04000 Moderate NO 1 Positve NEUTRAL 3 62.40 147.6666667 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Lobular Carcinoma Negative Positive 2 20.00 1 10.869584 11.011939 12.052917 10.591712 12.273258 6.199714 5.709608 6.101881
MB-0146 2 5.04400 High NO 1 Positve LOSS 1 81.00 122.1666667 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 3 22.00 2 11.078503 11.150772 12.209355 10.922536 13.084699 5.354104 5.738674 5.973234
MB-0147 9 5.07600 High NO 1 Positve NEUTRAL 2 79.28 51.7666667 DECEASED LumA ER+/HER2- High Prolif Died of Disease YES Breast Invasive Lobular Carcinoma Negative Positive 2 38.00 2 10.855967 10.384912 10.781026 11.060884 11.977588 6.540470 5.565339 5.977235
MB-0148 0 4.03800 High NO 1 Negative GAIN 5 53.16 1.7666667 LIVING Her2 HER2+ Living NO Breast Invasive Ductal Carcinoma Positive Negative 3 19.00 1 13.374390 6.067310 11.021007 8.236792 11.365426 5.179721 6.134401 5.750382
MB-0149 0 4.07800 Low NO 1 Negative LOSS 10 77.13 51.7000000 DECEASED Basal ER-/HER2- Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 3 39.00 2 10.325803 5.433376 6.798134 5.460643 7.265993 5.297673 6.128370 7.628977
MB-0150 0 3.04000 High NO 1 Positve NEUTRAL 4ER+ 70.22 111.2000000 LIVING Basal ER-/HER2- Living NO Breast Invasive Ductal Carcinoma Negative Negative 2 20.00 2 10.620745 8.009486 5.333139 7.452652 7.100336 5.358884 5.670189 5.985962
MB-0151 6 6.10000 Moderate NO 1 Positve NEUTRAL 2 67.70 49.2333333 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 50.00 3 11.110452 10.954001 11.262521 10.729533 12.439652 7.366873 5.646178 5.999860
MB-0152 0 4.02400 High NO 1 Negative GAIN 4ER- 63.77 63.0333333 LIVING Her2 HER2+ Living NO Breast Invasive Ductal Carcinoma Positive Negative 3 12.00 1 13.361133 5.439865 11.025880 7.204482 11.444605 5.440204 5.995928 5.977387
MB-0154 0 3.02400 Moderate NO 1 Positve NEUTRAL 4ER+ 62.46 114.7666667 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Negative 2 12.00 1 10.650815 9.227270 11.610707 11.243954 11.801868 5.682419 5.888953 6.029854
MB-0155 0 2.01800 Moderate NO 1 Positve NEUTRAL 4ER+ 62.72 59.8000000 LIVING claudin-low ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 1 9.00 1 10.402971 8.243276 10.636230 9.395233 11.253218 5.534608 5.730137 6.303346
MB-0157 0 4.06000 Moderate NO 1 Negative NEUTRAL 4ER- 71.50 114.7666667 LIVING claudin-low ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 30.00 2 9.979534 6.521859 7.467102 6.946351 8.812135 5.526687 5.951204 6.230212
MB-0158 NA 4.04400 Moderate YES 1 Negative NEUTRAL 10 50.43 192.3000000 LIVING Basal ER-/HER2- Living NO Breast Invasive Ductal Carcinoma Negative Negative 3 22.00 2 9.715971 5.777620 10.579759 6.821407 11.092674 5.254154 5.634743 5.959449
MB-0162 1 4.02800 High NO 1 Positve NEUTRAL 7 57.56 55.7666667 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 14.00 2 10.950756 10.271795 11.731711 10.918907 12.411805 8.195989 6.062663 6.026085
MB-0163 1 5.05400 High NO 1 Negative NEUTRAL 10 84.73 98.1000000 DECEASED Basal NA Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Negative 3 27.00 NA 9.074426 5.440949 6.090786 6.188930 7.748954 5.220144 5.813072 5.362675
MB-0164 0 4.03200 High YES 1 Negative NEUTRAL 10 37.87 10.8333333 LIVING claudin-low ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 16.00 2 9.111607 5.904332 6.480836 7.418689 9.174752 5.440099 6.259410 7.030306
MB-0165 22 6.10400 Moderate YES 1 Positve GAIN 5 53.75 47.6333333 DECEASED LumA HER2+ Died of Disease YES Breast Invasive Ductal Carcinoma Positive Negative 3 52.00 3 12.415559 9.717670 11.303102 9.028178 11.965221 5.599266 5.881656 6.304398
MB-0166 3 5.04800 Moderate YES 1 Positve NEUTRAL 4ER+ 44.98 104.4000000 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 24.00 2 11.182534 9.196105 11.872039 11.170284 12.727795 6.286483 5.625127 6.135897
MB-0167 2 5.07600 High NO 1 Positve NEUTRAL 9 76.40 43.1000000 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 38.00 2 10.397009 9.376264 11.692176 10.407812 12.132214 6.181145 5.923336 6.094352
MB-0168 0 4.03400 Low NO 1 Positve NEUTRAL 4ER+ 60.26 122.7666667 LIVING claudin-low ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 17.00 1 10.482286 8.930273 10.897481 9.545747 10.841183 5.424203 5.537530 5.643256
MB-0169 NA 3.07800 Low NO 1 Positve NEUTRAL 4ER+ 79.28 145.4333333 DECEASED Normal ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Lobular Carcinoma Negative Positive 2 39.00 2 10.589957 10.838833 10.882933 9.554708 11.588027 6.316077 5.886685 6.488740
MB-0170 1 3.05200 Low NO 1 Positve NEUTRAL 3 83.35 93.3666667 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 1 26.00 2 11.216324 9.991893 11.452933 10.498644 12.092168 5.327246 5.631250 5.733907
MB-0171 0 4.05400 Moderate NO 1 Positve NEUTRAL 4ER+ 64.57 5.4333333 LIVING Normal ER+/HER2- Low Prolif Living YES Breast Mixed Ductal and Lobular Carcinoma Negative Negative 3 27.00 2 10.019845 11.116664 10.959400 9.440627 11.912568 5.408353 5.619816 6.329350
MB-0172 1 4.04000 Low YES 1 Positve NEUTRAL 3 48.11 138.1000000 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 20.00 2 10.547574 11.132957 11.698569 10.981007 12.437784 7.418891 5.972394 5.978153
MB-0173 4 6.08800 High NO 1 Positve LOSS 7 83.99 3.7666667 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 44.00 2 9.107112 12.024918 11.448110 9.998867 11.967835 6.328774 5.685832 6.253314
MB-0174 0 4.04800 Low YES 1 Negative NEUTRAL 4ER- 59.18 78.7666667 LIVING claudin-low ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 24.00 2 8.422134 5.559451 5.995740 6.394896 7.194755 5.486378 6.040576 6.428213
MB-0175 0 2.04000 NA NO 1 Positve LOSS 6 69.51 72.3666667 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Negative 1 20.00 1 9.491971 10.393797 12.252135 11.196816 12.391768 5.251403 6.118858 6.643968
MB-0176 7 6.07200 Moderate YES 1 Positve NEUTRAL 1 38.78 113.4333333 LIVING LumA ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 36.00 2 10.904588 9.854642 11.315567 9.751348 11.386227 7.186449 5.754599 6.176070
MB-0177 2 4.08800 Low NO 1 Positve NEUTRAL 6 85.94 45.6000000 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 44.00 2 10.767976 9.922041 11.040027 9.557697 12.264802 6.860185 5.571699 6.211072
MB-0178 0 4.04200 High NO 1 Positve NEUTRAL 1 74.63 104.4666667 DECEASED LumB NA Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 21.00 2 10.752582 11.353090 11.648434 9.264160 11.460187 5.973551 5.791283 5.428043
MB-0179 7 6.06800 Low YES 1 Negative GAIN 4ER- 56.39 17.9333333 DECEASED claudin-low ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 34.00 3 11.856311 7.253476 8.833793 6.864863 8.865369 5.376423 5.692433 6.349881
MB-0180 0 3.03600 Moderate NO 1 Positve NEUTRAL 8 51.69 62.3333333 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 18.00 1 10.434277 10.669660 11.908437 10.972431 13.111294 8.554407 5.448781 6.469034
MB-0181 1 4.04200 Moderate NO 1 Positve NEUTRAL 7 68.45 85.9666667 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 21.00 2 9.378903 11.863674 11.092796 10.266860 11.694107 7.934481 5.840747 6.391477
MB-0184 0 3.05000 Moderate NO 1 Positve NEUTRAL 4ER+ 68.41 109.0333333 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Mixed Mucinous Carcinoma Negative Positive 2 25.00 2 8.812772 12.263924 11.734704 10.114799 11.623884 8.328275 5.641559 5.985620
MB-0185 NA 5.10000 Moderate NO 1 Positve GAIN 9 76.84 43.8333333 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 50.00 2 9.871677 9.046294 11.555343 10.213885 10.360398 7.616044 5.505726 6.439265
MB-0188 2 4.09000 High YES 1 Positve NEUTRAL 3 82.65 31.3000000 DECEASED Her2 NA Died of Disease YES Breast Invasive Lobular Carcinoma Negative Negative 2 45.00 2 10.233184 7.249462 12.109431 10.346609 12.152793 5.164281 6.100125 5.919813
MB-0189 6 6.09600 Moderate YES 1 Positve NEUTRAL 6 57.79 9.0666667 DECEASED Normal ER+/HER2- Low Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 48.00 4 10.584438 8.628503 10.888956 9.976779 11.411666 5.312260 6.006129 5.869312
MB-0191 0 4.05000 High NO 1 Negative NEUTRAL 10 81.02 15.3000000 DECEASED Basal NA Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 3 25.00 2 10.082927 6.069394 5.478487 6.091506 7.467388 5.346541 6.429401 7.157953
MB-0192 0 2.02600 Moderate NO 1 Positve NEUTRAL 4ER+ 62.55 144.6333333 LIVING claudin-low ER+/HER2- Low Prolif Living YES Breast Mixed Ductal and Lobular Carcinoma Negative Negative 1 13.00 1 9.042390 9.475112 10.748449 8.745641 11.071769 5.726883 5.902847 6.241384
MB-0193 7 6.03800 High NO 1 Positve GAIN 3 51.54 19.0000000 LIVING LumB ER+/HER2- High Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 3 19.00 NA 10.172944 9.283499 11.709639 10.876407 12.732603 8.495517 5.468702 6.326350
MB-0194 6 5.04200 High YES 1 Positve NEUTRAL 3 56.45 91.6000000 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 21.00 2 10.797791 8.205776 11.312657 9.525300 11.482090 5.929051 5.961794 5.844114
MB-0195 21 6.05600 High NO 1 Positve GAIN 6 75.18 146.0000000 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 28.00 2 11.373708 11.187460 11.692691 10.890186 11.439581 5.216013 5.744202 5.821184
MB-0197 2 5.04800 High YES 1 Positve NEUTRAL 9 50.48 70.7333333 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 24.00 2 10.344201 9.717992 10.900526 9.757144 11.203542 6.271848 5.722720 5.889409
MB-0198 4 6.03600 High YES 1 Positve NEUTRAL 8 43.37 144.7666667 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 18.00 2 9.826472 9.879164 11.341954 9.428963 11.267006 7.982561 5.937324 6.409646
MB-0199 1 5.03800 High NO 1 Positve NEUTRAL 3 57.56 144.4000000 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 3 19.00 2 11.335547 10.440321 11.755721 10.641954 12.572456 6.613648 5.545177 5.661261
MB-0200 0 4.07600 Moderate NO 1 Negative NEUTRAL 10 69.86 130.8666667 DECEASED Basal NA Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 38.00 2 9.814373 5.841050 5.930560 7.096895 6.360465 5.220289 6.258560 5.494730
MB-0201 0 4.04000 Moderate YES 1 Negative GAIN 5 49.50 125.7000000 LIVING Basal HER2+ Living YES Breast Invasive Ductal Carcinoma Positive Negative 3 20.00 1 14.275417 5.746251 10.830290 8.570324 10.228267 4.986742 5.493869 6.604089
MB-0202 1 5.06000 High YES 1 Positve NEUTRAL 4ER+ 46.00 128.3666667 LIVING LumA ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 30.00 2 9.951792 8.927020 11.733478 10.223223 10.719188 6.605613 5.471682 5.789797
MB-0203 1 5.05000 High YES 1 Positve NEUTRAL 7 86.24 58.7666667 DECEASED LumA ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 3 25.00 2 10.239636 11.296665 11.158718 9.499261 11.118427 6.710093 5.877968 5.868763
MB-0204 0 2.02000 Moderate NO 1 Positve NEUTRAL 3 79.38 24.3000000 DECEASED LumA ER+/HER2- Low Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 1 10.00 1 10.541680 9.185451 11.319441 9.510230 11.196627 5.352125 5.790145 6.240878
MB-0205 0 3.05200 Low NO 1 Positve NEUTRAL 3 53.56 144.4666667 LIVING Normal ER+/HER2- Low Prolif Living YES Breast Invasive Lobular Carcinoma Negative Negative 2 26.00 2 10.191752 9.605267 10.814276 10.371587 11.623603 5.706031 5.904335 5.963930
MB-0206 2 5.07000 High YES 1 Negative NEUTRAL 10 55.02 141.1666667 LIVING claudin-low ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 35.00 2 8.742507 5.549892 6.672092 7.166754 6.408581 5.170259 5.481952 6.597556
MB-0207 2 4.05600 High NO 1 Positve GAIN 8 48.13 173.6333333 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 28.00 NA 10.271231 9.141041 11.918852 10.525324 12.046359 8.119438 5.778040 6.459207
MB-0209 0 3.00600 Moderate NO 1 Positve NEUTRAL 4ER+ 67.17 82.3666667 LIVING claudin-low ER-/HER2- Living NO Breast Invasive Ductal Carcinoma Negative Negative 2 3.00 1 8.190453 7.912135 8.266275 7.411857 9.460085 5.644637 6.391961 5.938501
MB-0210 NA 5.01000 NA NO 1 Positve NEUTRAL 4ER+ 63.14 144.9333333 LIVING claudin-low NA Living YES Invasive Breast Carcinoma Negative Negative 2 5.00 3 7.183835 6.078626 5.342782 5.744592 7.667670 5.439452 5.914558 6.098454
MB-0211 13 6.08000 Moderate NO 1 Positve NEUTRAL 9 42.95 44.8000000 DECEASED claudin-low ER+/HER2- Low Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 3 40.00 NA 9.770485 6.898344 9.568606 9.315489 10.644381 5.430017 5.474660 5.408700
MB-0214 0 4.05400 High YES 1 Positve NEUTRAL 10 41.41 146.9000000 LIVING Basal ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 27.00 2 9.040732 7.335148 7.905723 7.685705 8.629031 5.381312 6.162796 7.145026
MB-0215 0 3.08000 High NO 1 Positve NEUTRAL 3 75.63 122.2000000 LIVING LumB ER+/HER2- High Prolif Living YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 40.00 2 9.469851 10.665475 11.599381 9.687206 11.792560 6.932856 6.147073 6.382081
MB-0218 2 5.04000 High YES 1 Positve NEUTRAL 1 43.39 131.0666667 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 20.00 2 10.330307 9.703764 11.436384 10.147245 11.169381 6.977419 5.870209 5.901090
MB-0220 6 6.04000 High NO 1 Positve GAIN 4ER+ 37.24 39.8333333 DECEASED claudin-low HER2+ Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 3 20.00 2 11.995522 6.809042 9.213923 8.255095 9.897026 5.436356 6.261488 6.470394
MB-0221 7 6.04000 Moderate NO 1 Negative GAIN 4ER- 77.72 20.2000000 DECEASED Her2 ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 3 20.00 2 11.461101 6.298394 11.644588 6.622669 11.523354 5.388324 5.876656 6.398397
MB-0222 0 2.04000 High YES 1 Positve NEUTRAL 4ER+ 50.31 212.7000000 LIVING claudin-low ER+/HER2- Low Prolif Living YES Breast Invasive Lobular Carcinoma Negative Positive NA 20.00 2 9.142953 9.107434 10.903597 9.699532 11.311847 6.381965 6.125892 5.975330
MB-0223 12 6.04000 High YES 1 Positve GAIN 4ER+ 50.45 81.3333333 DECEASED LumA ER+/HER2- Low Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 20.00 2 11.396918 9.235158 11.303654 10.953121 12.342794 5.500932 5.559429 5.751888
MB-0224 0 4.05000 Moderate NO 1 Positve NEUTRAL 4ER+ 44.01 176.7666667 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 3 25.00 NA 10.640166 8.730309 11.351757 10.022257 11.999267 6.729441 5.755099 5.962801
MB-0225 0 3.03800 Moderate NO 1 Positve GAIN 1 59.15 212.2000000 LIVING LumB HER2+ Living NO Breast Invasive Ductal Carcinoma Positive Negative 2 19.00 1 14.195016 8.778241 12.028471 9.924400 11.217472 5.304476 6.316451 5.907127
MB-0226 1 3.04000 Low NO 1 Positve NEUTRAL 8 58.21 57.6333333 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 1 20.00 2 10.663797 9.518389 11.947343 11.748153 12.161761 6.904554 5.865408 6.221858
MB-0227 0 3.04800 NA NO 1 Positve NEUTRAL 8 52.95 111.8666667 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 2 24.00 1 10.825340 10.150988 11.390132 10.685148 12.091295 8.854968 6.214799 6.179749
MB-0228 1 3.03400 Low NO 1 Positve NEUTRAL 4ER+ 63.35 10.8333333 DECEASED Normal ER+/HER2- Low Prolif Died of Disease NO Breast Invasive Lobular Carcinoma Negative Positive 1 17.00 2 10.549173 10.470396 11.446049 9.544843 12.230366 7.483394 6.000369 6.110121
MB-0229 0 3.03800 High NO 1 Positve NEUTRAL 7 45.50 71.5000000 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 19.00 1 10.593981 9.700075 11.666555 10.435277 11.935438 8.227055 6.035449 6.655510
MB-0232 0 3.02800 High NO 1 Positve NEUTRAL 8 44.73 207.6333333 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 2 14.00 1 11.265362 9.626452 11.879368 10.906268 12.758074 8.248078 5.704095 6.495757
MB-0234 0 3.05200 High NO 1 Positve NEUTRAL 8 56.27 94.2333333 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive NA 26.00 2 9.734413 9.637665 11.833178 10.311947 12.337069 7.469212 5.840244 6.246142
MB-0235 1 4.04000 Low YES 1 Positve NEUTRAL 8 52.55 142.5666667 DECEASED LumA ER+/HER2- Low Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 2 20.00 2 10.824402 9.795353 11.713195 10.132785 12.471130 8.537786 5.750208 5.980317
MB-0236 0 4.05400 Moderate YES 1 Positve GAIN 5 43.63 205.0333333 LIVING LumA HER2+ Living YES Breast Invasive Ductal Carcinoma Positive Positive 3 27.00 2 13.465316 9.849151 11.415746 9.106692 11.529628 7.123504 6.063122 6.331302
MB-0238 4 6.07000 High YES 1 Negative NEUTRAL 10 52.19 193.1666667 LIVING claudin-low ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 35.00 2 11.220416 6.147522 6.490973 8.366466 7.511845 5.339205 5.809493 6.730121
MB-0239 0 2.09200 High NO 1 Positve NEUTRAL 3 77.85 85.5666667 DECEASED LumA ER+/HER2- Low Prolif Died of Disease YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 1 46.00 3 10.004288 9.943467 11.490070 10.700819 12.155541 9.516579 5.839043 5.414434
MB-0241 0 4.05800 Moderate NO 1 Positve NEUTRAL 4ER+ 55.09 73.1333333 DECEASED claudin-low NA Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 3 29.00 2 10.640281 7.890587 10.328607 9.126814 11.296681 5.521646 5.671032 6.086217
MB-0243 1 4.04400 High YES 1 Positve NEUTRAL 8 53.72 149.7666667 LIVING LumB ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 22.00 2 10.549682 11.061093 11.599574 10.427098 12.155725 7.558819 5.600707 6.104963
MB-0244 0 2.02200 Low NO 1 Positve NEUTRAL 4ER+ 67.83 149.7333333 LIVING Normal NA Living NO Breast Invasive Ductal Carcinoma Negative Positive 1 11.00 1 9.680158 10.619007 11.521782 9.026789 11.684637 8.105607 5.701055 6.032546
MB-0245 0 1.02800 High NO 1 Positve NEUTRAL 3 54.76 164.7000000 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Lobular Carcinoma Negative Negative NA 14.00 1 9.930286 9.978414 11.296154 9.780844 11.952294 5.591278 6.859587 6.338235
MB-0247 1 4.03000 Moderate NO 1 Positve NEUTRAL 4ER+ 66.75 185.6000000 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 15.00 2 9.903563 9.098525 10.528547 8.852694 11.051636 7.585200 5.974626 6.067879
MB-0248 0 4.04200 High YES 1 Positve NEUTRAL 8 45.76 71.0000000 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 21.00 2 11.273781 11.197359 11.798493 11.602153 13.058528 6.525529 5.806208 6.828690
MB-0249 0 4.02200 High NO 1 Negative GAIN 10 53.45 188.3333333 LIVING Her2 ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 11.00 1 11.320762 5.928245 10.562873 7.839393 10.965606 5.192255 5.771989 6.292835
MB-0253 0 3.02400 NA NO 1 Positve NEUTRAL 4ER+ 69.19 152.3000000 LIVING Normal ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 2 12.00 1 9.167836 12.214721 12.217845 10.922267 11.752131 7.977327 5.532509 6.402572
MB-0256 0 2.03400 High NO 1 Positve NEUTRAL 3 53.10 200.7000000 LIVING LumA NA Living NO Breast Invasive Ductal Carcinoma Negative Positive 1 17.00 1 10.491210 8.749462 11.684912 10.348550 11.665604 7.799357 5.806471 5.830171
MB-0257 0 3.05000 Moderate YES 1 Positve GAIN 8 57.61 91.7333333 DECEASED LumA ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 2 25.00 2 11.149977 11.262805 11.933302 10.198532 12.206379 5.543205 5.932886 6.801368
MB-0258 0 4.02200 High NO 1 Positve GAIN 7 62.70 86.1333333 LIVING LumA ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 11.00 1 10.951743 11.273486 11.950705 10.349869 12.260311 6.977674 5.711578 6.021471
MB-0259 9 6.00000 High YES 1 Negative GAIN 9 38.99 11.8666667 DECEASED Basal ER-/HER2- Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 3 NA 3 11.084496 5.633443 6.532188 6.002810 5.746765 5.404156 5.768634 6.984618
MB-0260 0 1.02400 High NO 1 Positve NEUTRAL 3 78.26 169.8333333 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive NA 12.00 1 9.665111 11.396264 11.236625 9.744968 11.283406 6.799082 6.331969 6.063593
MB-0261 6 4.05200 High NO 1 Positve NEUTRAL 8 63.93 90.2333333 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 1 26.00 2 9.667042 11.015907 11.388829 9.985249 12.571039 8.456114 5.711881 6.183811
MB-0262 0 4.05200 High NO 1 Positve NEUTRAL 7 55.44 182.2666667 DECEASED Her2 NA Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Negative 3 26.00 2 9.624792 10.006173 11.079424 9.668999 10.480044 5.546310 5.753338 6.180531
MB-0263 0 1.05400 Moderate NO 1 Positve NEUTRAL 7 76.49 176.0333333 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive NA 27.00 1 10.310436 11.787666 11.465317 10.513405 10.469148 5.850233 5.963684 5.912878
MB-0265 1 4.04200 Moderate NO 1 Positve NEUTRAL 4ER+ 46.44 189.1333333 LIVING claudin-low ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 2 21.00 2 9.852394 7.575530 10.104395 8.208817 9.440933 5.704498 6.167816 6.566777
MB-0268 0 4.03800 High NO 1 Positve NEUTRAL 9 66.54 28.5000000 DECEASED LumB NA Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 3 19.00 4 10.898101 11.619064 11.915703 9.746346 11.450867 7.185800 6.132664 5.658474
MB-0269 2 5.05200 Low YES 1 Negative NEUTRAL 4ER- 45.39 22.2333333 LIVING claudin-low ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 26.00 2 8.410029 5.923205 5.561848 5.685331 6.810203 5.312109 5.890889 6.195574
MB-0270 0 4.02800 High NO 1 Positve NEUTRAL 10 29.98 337.0333333 LIVING LumB ER+/HER2- High Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 3 14.00 2 10.501780 9.479665 11.741155 10.356786 13.355532 7.107530 5.651887 6.751937
MB-0272 8 6.05600 Moderate NO 1 Positve NEUTRAL 8 55.36 122.0000000 DECEASED LumB ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 3 28.00 1 10.587338 10.438077 12.092618 9.930515 11.993561 5.529991 5.714823 6.215821
MB-0273 3 4.05000 Moderate NO 1 Positve NEUTRAL 8 68.66 186.5333333 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 2 25.00 2 10.811286 11.354053 11.418453 10.605684 12.077152 5.398607 5.592699 6.335410
MB-0275 0 2.01800 NA NO 1 Positve NEUTRAL 4ER+ 61.94 186.1000000 LIVING claudin-low ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 1 9.00 1 10.609124 8.993028 10.348576 8.498470 11.404811 5.597820 5.937892 6.251613
MB-0278 3 5.10600 Moderate YES 1 Positve NEUTRAL 10 34.30 5.8333333 DECEASED Basal ER-/HER2- Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 3 53.00 3 9.458639 7.310607 6.318810 7.055776 6.684418 5.486112 6.493671 6.996261
MB-0279 0 2.04200 NA NO 1 Positve LOSS 4ER+ 69.52 192.2666667 DECEASED claudin-low ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Lobular Carcinoma Negative Positive 1 21.00 2 10.290805 9.945930 10.606082 10.176518 11.274493 5.871798 5.856777 6.064284
MB-0280 0 3.04200 NA NO 1 Positve NEUTRAL 7 47.64 172.9000000 DECEASED Normal ER+/HER2- Low Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 2 21.00 2 10.301301 10.926321 11.878729 10.026568 13.031500 8.796892 5.338322 6.426971
MB-0282 8 6.03600 Low YES 1 Positve NEUTRAL 4ER+ 51.81 194.2333333 LIVING claudin-low ER+/HER2- Low Prolif Living YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 3 18.00 2 10.409631 10.735144 11.749099 10.585936 11.964000 6.093772 6.087880 6.093802
MB-0283 NA 6.06600 High NO 1 Positve NEUTRAL 1 60.30 22.0333333 DECEASED LumB ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 3 33.00 4 9.573398 11.006618 11.631900 10.249507 12.343097 5.307014 6.079942 6.312765
MB-0285 14 5.05600 High NO 1 Positve NEUTRAL 4ER+ 48.07 3.3666667 LIVING claudin-low ER-/HER2- Living NO Breast Invasive Ductal Carcinoma Negative Positive 2 28.00 2 8.744685 8.189098 9.160400 8.252602 9.728972 6.035417 5.939488 5.468159
MB-0286 0 4.04600 Moderate NO 1 Positve NEUTRAL 4ER+ 62.92 192.6000000 LIVING claudin-low ER-/HER2- Living NO Breast Invasive Ductal Carcinoma Negative Negative 3 23.00 2 10.036858 8.518661 10.239982 8.315966 11.048371 5.671950 6.224005 5.896454
MB-0287 1 4.03800 High NO 1 Positve NEUTRAL 7 77.54 94.7333333 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Negative 2 19.00 2 10.908999 9.492749 12.318046 10.919327 11.982217 5.395013 5.990320 6.241768
MB-0288 25 5.06000 Low YES 1 Positve GAIN 1 55.22 63.8000000 DECEASED Normal ER+/HER2- Low Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Positive Negative 2 30.00 2 13.041451 10.689306 10.955426 11.138579 12.080064 5.316724 5.446377 6.350053
MB-0289 0 4.04000 NA NO 1 Positve NEUTRAL 4ER+ 75.91 71.6000000 DECEASED claudin-low ER-/HER2- Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 3 20.00 2 7.582491 6.895310 5.865342 6.037011 7.139286 5.393726 6.369393 6.412631
MB-0290 0 2.05000 Moderate NO 1 Positve NEUTRAL 8 49.92 199.5333333 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 1 25.00 NA 10.554358 9.343693 12.104484 12.265930 12.617339 7.217359 6.006594 6.037440
MB-0291 1 5.05200 Moderate YES 1 Positve GAIN 5 51.19 39.2000000 DECEASED LumB HER2+ Died of Disease NO Breast Invasive Ductal Carcinoma Positive Positive 3 26.00 2 13.544826 9.433869 11.618369 9.354274 11.870758 6.363314 5.757485 5.997435
MB-0292 1 5.11000 High NO 1 Negative NEUTRAL 9 80.34 49.4333333 DECEASED Her2 ER-/HER2- Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Negative 3 55.00 2 10.498713 5.977263 10.820645 8.702833 11.221399 5.484323 5.558509 5.463860
MB-0293 0 2.02600 NA NO 1 Positve NEUTRAL 4ER+ 51.62 64.3666667 LIVING claudin-low ER-/HER2- Living NO Breast Invasive Ductal Carcinoma Negative Negative 1 13.00 1 9.819966 8.778085 9.822494 9.381312 10.403956 5.454533 5.967565 6.257513
MB-0294 0 3.02800 Moderate YES 1 Positve GAIN 4ER+ 46.17 72.9000000 LIVING Normal HER2+ Living YES Breast Invasive Ductal Carcinoma Negative Negative 2 14.00 2 11.830207 7.436652 10.467965 8.204067 11.124911 5.379693 5.949179 5.864947
MB-0295 1 3.01800 Moderate NO 1 Positve LOSS 4ER+ 47.13 164.5000000 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 1 9.00 2 10.867418 10.194532 11.924050 10.182634 12.274927 8.512268 5.369876 6.182069
MB-0301 2 5.04600 Moderate NO 1 Positve NEUTRAL 7 82.46 122.7000000 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 3 23.00 2 10.923747 11.132151 11.738034 9.953263 11.848593 6.485544 6.141670 6.612805
MB-0302 5 6.05800 Moderate NO 1 Positve NEUTRAL 3 81.53 84.2000000 DECEASED LumA ER+/HER2- Low Prolif Died of Disease YES Breast Invasive Lobular Carcinoma Negative Negative 3 29.00 2 10.566496 8.276887 10.920882 9.695727 11.951018 5.129985 5.947895 6.359683
MB-0303 0 4.02200 Low NO 1 Negative NEUTRAL 10 47.71 60.1333333 LIVING claudin-low ER-/HER2- Living NO Breast Invasive Ductal Carcinoma Negative Negative 3 11.00 1 8.978105 7.033025 5.986024 8.382812 7.727204 5.459917 6.321299 6.601548
MB-0304 1 5.02800 High NO 1 Positve NEUTRAL 6 84.85 111.5333333 DECEASED LumB NA Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 14.00 NA 9.817519 11.803703 11.024062 10.747415 10.802095 7.927907 5.570639 6.499326
MB-0305 6 6.07000 Low YES 1 Positve NEUTRAL 8 60.62 63.5000000 DECEASED Normal ER+/HER2- Low Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 3 35.00 2 9.936554 9.701944 11.259371 9.672114 11.657610 6.118778 5.659983 6.326423
MB-0306 2 5.07000 High NO 1 Positve NEUTRAL 3 82.53 42.9666667 DECEASED LumA ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 35.00 2 9.774468 9.898537 11.421495 9.815833 12.131858 5.943666 5.677680 6.558214
MB-0307 6 6.02000 Moderate YES 1 Positve GAIN 5 41.63 177.3333333 LIVING claudin-low HER2+ Living YES Breast Invasive Ductal Carcinoma Positive Negative 3 10.00 2 13.160234 7.670848 10.518352 9.397233 11.138467 5.311578 6.243125 5.931501
MB-0308 0 2.03800 Low NO 1 Positve NEUTRAL 3 51.21 183.2666667 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Negative Negative 1 19.00 1 10.678662 10.939433 11.896608 10.700035 12.186036 5.760573 5.253223 6.746275
MB-0309 1 3.04200 Low NO 1 Positve NEUTRAL 8 89.43 42.3333333 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 1 21.00 2 10.603338 9.547422 11.907089 10.151207 12.579111 7.033856 5.998033 6.325400
MB-0310 1 4.03200 Moderate NO 1 Positve NEUTRAL 3 67.38 185.1666667 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 16.00 2 9.883640 10.806010 11.244566 10.110969 11.373086 6.576498 5.756922 6.231293
MB-0311 0 2.09400 High NO 1 Positve NEUTRAL 8 77.94 151.1666667 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Negative 1 47.00 2 11.361155 11.245961 12.035047 9.370963 11.163218 5.445496 6.447571 6.301783
MB-0312 0 3.06600 Moderate NO 1 Positve NEUTRAL 2 70.49 169.6000000 DECEASED LumB ER+/HER2- High Prolif Died of Disease NO Breast Invasive Lobular Carcinoma Negative Positive 2 33.00 2 10.477756 11.235731 11.620715 10.536540 11.307686 7.928447 5.483703 6.418809
MB-0313 1 5.04600 High NO 1 Positve NEUTRAL 10 55.52 184.7666667 LIVING LumB ER+/HER2- High Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 3 23.00 2 9.988080 10.156507 11.751030 10.731039 10.527862 6.160463 6.511593 6.836009
MB-0314 5 6.10000 Moderate NO 1 Negative GAIN 5 73.48 4.4333333 DECEASED Her2 HER2+ Died of Disease NO Breast Invasive Ductal Carcinoma Positive Negative 3 50.00 2 14.241259 5.731713 11.579957 8.418385 11.602972 5.090306 6.185478 5.634557
MB-0315 3 4.10000 Moderate YES 1 Positve GAIN 6 56.32 186.2000000 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 2 50.00 2 10.096424 10.132878 11.030629 10.767012 12.092982 5.103322 5.420143 5.777942
MB-0316 0 4.06000 High NO 1 Negative NEUTRAL 10 50.82 182.9000000 LIVING Basal ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 30.00 2 9.537822 6.449696 5.522747 7.601193 9.620493 5.373467 6.083156 6.946661
MB-0317 0 4.07800 High NO 1 Positve NEUTRAL 7 76.68 151.6666667 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 3 39.00 NA 10.283015 9.992909 12.036391 10.798792 11.991226 7.015637 5.320089 6.723614
MB-0318 0 1.03600 High NO 1 Negative NEUTRAL 4ER- 58.01 168.7000000 LIVING Normal ER-/HER2- Living NO Breast Negative Negative NA 18.00 1 10.693962 6.008375 7.182676 5.835992 6.762140 5.167305 5.749866 7.267734
MB-0319 10 5.06400 Moderate NO 1 Positve GAIN 2 92.14 40.7000000 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Mixed Ductal and Lobular Carcinoma Negative Negative 2 32.00 2 9.873257 12.176918 11.827564 11.770196 12.935431 5.284373 5.443816 6.048705
MB-0320 0 2.03400 Moderate NO 1 Positve NEUTRAL 3 50.98 63.7333333 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 1 17.00 1 10.651034 8.716373 11.371539 9.869874 12.456844 7.362366 5.783763 6.035282
MB-0321 2 5.06000 High YES 1 Positve NEUTRAL 8 46.86 174.6333333 LIVING LumA ER+/HER2- High Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 3 30.00 2 10.690569 8.820318 11.010291 10.676970 12.287776 6.471888 5.880006 6.476591
MB-0322 2 4.05000 High NO 1 Positve NEUTRAL 8 86.28 50.5333333 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 2 25.00 2 11.105590 10.341371 11.668088 10.839912 12.671518 5.131131 5.843604 5.892586
MB-0324 6 6.06400 Moderate YES 1 Positve GAIN 6 47.64 144.9666667 DECEASED LumA ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 32.00 2 11.169121 10.472070 11.948529 10.116019 11.924850 5.945539 5.971630 6.080982
MB-0325 0 4.09000 High NO 1 Positve NEUTRAL 10 79.34 177.5333333 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 45.00 2 8.802875 13.015015 11.911436 9.825589 11.046089 6.917801 5.408983 5.913159
MB-0327 NA 3.05000 Moderate NO 1 Positve NEUTRAL 3 66.73 187.9333333 LIVING LumA ER+/HER2- Low Prolif Living YES Invasive Breast Carcinoma Negative Positive 2 25.00 2 10.354394 11.377796 12.222932 10.694989 11.853368 6.538293 5.732341 6.336254
MB-0328 2 5.06800 High NO 1 Positve NEUTRAL 9 69.62 125.6000000 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Invasive Breast Carcinoma Negative Positive 3 34.00 2 10.061968 12.113102 12.024050 10.429704 11.843502 7.838285 5.637856 6.424038
MB-0336 1 5.04400 High NO 1 Positve NEUTRAL 10 74.76 170.6333333 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 22.00 2 10.599864 11.217992 11.653788 9.448178 11.078501 7.874823 5.867561 6.061401
MB-0340 3 5.03200 High NO 1 Positve NEUTRAL 10 79.97 164.7333333 LIVING Basal ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 16.00 2 9.496845 5.738256 5.456450 7.424150 9.373457 5.497972 6.383848 7.163662
MB-0341 3 4.05200 Moderate NO 1 Positve NEUTRAL 8 67.01 173.9000000 DECEASED LumA ER+/HER2- High Prolif Died of Disease YES Invasive Breast Carcinoma Negative Positive 2 26.00 2 9.872967 9.544145 11.329786 9.903052 12.367207 6.797802 6.391049 6.693876
MB-0342 0 3.05800 Moderate NO 1 Positve NEUTRAL 3 54.96 125.3333333 DECEASED Normal ER+/HER2- Low Prolif Died of Disease NO Breast Invasive Lobular Carcinoma Negative Positive 2 29.00 NA 9.986596 10.093559 10.990118 9.926553 12.129248 5.908926 5.864900 6.405778
MB-0343 3 4.06000 NA NO 1 Positve NEUTRAL 6 70.51 91.1333333 DECEASED Normal NA Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 2 30.00 2 10.458446 11.495141 11.462845 11.300869 13.208831 6.102227 6.121864 5.768530
MB-0344 2 4.05800 Moderate NO 1 Positve NEUTRAL 3 59.75 152.9333333 LIVING Normal ER+/HER2- Low Prolif Living YES Breast Invasive Lobular Carcinoma Negative Positive 2 29.00 2 10.521425 9.970582 11.358581 10.923613 12.685875 5.914544 5.886000 5.987286
MB-0345 1 4.05600 Moderate YES 1 Positve NEUTRAL 3 37.30 72.6666667 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 2 28.00 2 10.157745 10.295241 11.869225 10.487592 12.940151 6.565087 5.808272 6.468037
MB-0346 5 6.03200 High NO 1 Negative GAIN 5 32.61 20.4333333 DECEASED Her2 HER2+ Died of Disease NO Breast Invasive Ductal Carcinoma Positive Negative 3 16.00 2 13.836037 6.017776 10.829918 9.497442 11.693526 5.291619 5.214869 6.814312
MB-0347 NA 4.08000 Moderate YES 1 Positve NEUTRAL 4ER+ 52.24 205.5666667 DECEASED claudin-low ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 40.00 1 9.461442 8.027209 10.215944 9.113071 10.133344 5.405215 5.543608 6.359541
MB-0348 0 2.04400 High NO 1 Positve NEUTRAL 8 81.88 122.7000000 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 1 22.00 2 10.542583 12.477116 11.747537 10.060211 12.989202 9.932115 5.754833 6.367673
MB-0349 1 5.06000 High NO 1 Positve LOSS 3 72.26 146.0333333 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Negative 3 30.00 2 9.479112 11.754720 11.364905 9.878528 11.568534 5.751339 5.626173 6.000975
MB-0350 0 5.16000 High NO 1 Negative NEUTRAL 10 49.05 46.0666667 DECEASED Basal NA Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 3 80.00 2 9.458181 5.281859 6.757217 7.702244 6.249461 5.423177 5.710864 6.939605
MB-0351 NA 1.00000 Moderate NO 1 Positve NEUTRAL 3 69.53 195.3333333 DECEASED LumB ER+/HER2- Low Prolif Died of Other Causes NO Breast Mixed Ductal and Lobular Carcinoma Negative Negative NA NA 1 9.827905 9.521856 11.622196 10.095861 12.040732 5.295056 5.955272 6.095821
MB-0352 0 4.02600 Moderate YES 1 Positve NEUTRAL 4ER+ 61.32 55.2000000 DECEASED claudin-low ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 13.00 1 10.398550 6.314306 10.309007 7.009414 11.310930 5.056509 5.930697 6.321021
MB-0353 6 5.08000 High NO 1 Positve NEUTRAL 7 86.26 41.8333333 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 2 40.00 2 10.782435 8.513793 11.932621 10.435335 12.345728 5.694927 6.236940 5.993417
MB-0354 3 5.03400 High NO 1 Negative NEUTRAL 4ER- 73.01 11.6000000 DECEASED claudin-low ER-/HER2- Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 3 17.00 2 9.731172 6.082065 9.369171 7.395929 9.518856 5.593434 5.963805 6.124312
MB-0356 0 3.03200 Moderate NO 1 Positve NEUTRAL 8 58.16 213.5000000 LIVING LumA ER+/HER2- High Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 2 16.00 2 10.040660 11.188367 11.922302 10.222905 12.438867 6.396781 6.197094 6.249937
MB-0358 2 5.05200 Moderate YES 1 Positve GAIN 9 57.87 32.8666667 LIVING LumA ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 26.00 2 11.232443 10.553159 11.304591 8.944828 10.424530 8.464654 6.067530 5.754826
MB-0359 0 3.04400 Moderate NO 1 Positve NEUTRAL 3 44.21 21.6000000 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 22.00 2 10.382394 9.912185 11.797064 10.592489 12.054863 7.344004 5.665565 6.203850
MB-0360 2 3.10000 High NO 1 Positve NEUTRAL 7 83.58 132.5666667 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 1 50.00 2 10.604677 11.628226 12.714585 11.651414 12.042575 7.409177 5.668973 6.531815
MB-0361 41 6.04800 High NO 1 Negative GAIN 5 40.50 15.0666667 DECEASED Her2 HER2+ Died of Other Causes NO Breast Invasive Ductal Carcinoma Positive Negative 3 24.00 2 13.778712 6.314650 11.347046 8.782808 10.460386 5.330986 5.615413 6.602407
MB-0362 1 4.03600 High YES 1 Positve NEUTRAL 2 52.79 47.0333333 DECEASED LumA ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 2 18.00 2 10.872596 9.082492 11.873942 10.746820 12.175116 6.120169 5.323543 6.270846
MB-0363 7 5.13400 High NO 1 Positve NEUTRAL 2 73.24 89.9000000 DECEASED LumB ER+/HER2- High Prolif Died of Disease NO Breast Mixed Ductal and Lobular Carcinoma Negative Negative 2 67.00 4 9.925193 11.006523 11.255117 9.901288 11.828444 5.457389 6.033753 6.397719
MB-0364 6 5.10000 High YES 1 Positve NEUTRAL 4ER+ 48.67 176.6000000 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 2 50.00 3 11.189162 9.037647 11.395984 10.026614 12.086114 5.298660 5.846581 5.707320
MB-0365 0 3.03000 Low NO 1 Positve GAIN 4ER+ 76.84 87.2333333 DECEASED claudin-low ER-/HER2- Died of Disease YES Breast Invasive Mixed Mucinous Carcinoma Positive Negative 2 15.00 1 12.345780 8.365138 10.604942 8.708236 10.728391 5.370492 6.092679 6.046610
MB-0366 0 3.04400 Moderate NO 1 Positve NEUTRAL 8 51.74 64.2333333 LIVING LumA ER+/HER2- High Prolif Living NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 22.00 2 11.439569 10.996333 11.361944 10.938822 12.982479 7.676237 5.810578 6.267528
MB-0367 0 3.01800 Moderate NO 1 Positve NEUTRAL 4ER+ 70.98 142.4333333 LIVING claudin-low NA Living YES Breast Mixed Ductal and Lobular Carcinoma Negative Negative 2 9.00 1 9.471559 9.242914 9.942524 9.285904 10.870677 5.566316 5.635121 6.233262
MB-0368 10 6.06200 High YES 1 Positve NEUTRAL 2 74.79 61.9000000 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 31.00 2 10.976058 12.068755 11.676321 9.815611 10.465020 6.342610 5.775880 6.046701
MB-0369 7 6.05400 High YES 1 Positve GAIN 1 65.47 144.3333333 LIVING LumB NA Living YES Breast Invasive Lobular Carcinoma Negative Negative 3 27.00 2 11.938802 12.110069 11.958784 11.617272 11.714912 5.338425 6.215345 6.114335
MB-0370 16 6.09400 Moderate YES 1 Positve NEUTRAL 9 64.01 93.5000000 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 3 47.00 2 10.752735 11.580205 11.281836 9.874009 11.736265 5.388286 5.868180 5.963573
MB-0371 6 6.04400 Moderate NO 1 Positve GAIN 5 78.41 131.1333333 LIVING LumB HER2+ Living YES Breast Invasive Ductal Carcinoma Positive Negative 3 22.00 2 14.019699 8.310936 10.384794 8.589402 11.620619 5.441218 5.803605 6.417529
MB-0372 0 4.03600 High YES 1 Negative NEUTRAL 10 39.86 62.7666667 DECEASED Basal ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 18.00 1 10.673969 6.365363 6.152277 7.423544 6.119009 5.605093 5.715879 5.292955
MB-0373 2 5.04800 High NO 1 Positve GAIN 5 63.31 27.0000000 DECEASED LumB HER2+ Died of Disease YES Breast Invasive Ductal Carcinoma Positive Positive 3 24.00 2 12.492154 8.639932 11.152455 10.172670 11.933559 8.997927 6.143486 6.396493
MB-0374 15 6.05000 Moderate NO 1 Positve LOSS 1 34.68 1.4333333 LIVING LumB ER+/HER2- High Prolif Living NO Breast Invasive Ductal Carcinoma Negative Negative 3 25.00 2 9.500981 9.254306 10.999098 11.020878 11.473131 5.456216 5.718268 6.633425
MB-0375 1 5.04600 High NO 1 Negative NEUTRAL 10 72.69 143.1666667 LIVING Normal ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 23.00 2 9.697236 8.243738 9.161529 9.076312 9.722258 6.153847 5.953528 5.954492
MB-0377 0 3.02400 Moderate NO 1 Positve NEUTRAL 4ER+ 63.25 134.3666667 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 12.00 1 10.459297 10.435612 10.866137 9.316481 11.893381 6.038443 5.881642 6.111903
MB-0378 2 5.05600 Moderate YES 1 Negative GAIN 5 57.15 97.3000000 DECEASED Her2 HER2+ Died of Disease YES Breast Invasive Ductal Carcinoma Positive Negative 3 28.00 2 13.962448 5.582270 11.142612 7.677224 11.210084 5.435181 6.015835 6.248335
MB-0379 1 4.05800 High YES 1 Positve NEUTRAL 7 48.22 135.6666667 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 2 29.00 2 9.986876 8.776734 11.238654 10.070051 12.013807 5.801679 5.777282 6.455397
MB-0380 1 5.05000 High NO 1 Positve NEUTRAL 9 83.90 69.3333333 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 3 25.00 2 9.345823 12.403570 10.951674 10.515674 11.321199 6.034945 6.116830 6.424738
MB-0381 0 4.04200 High YES 1 Positve GAIN 5 33.65 130.2000000 LIVING Her2 HER2+ Living YES Breast Invasive Ductal Carcinoma Positive Negative 3 21.00 2 14.458814 8.165044 10.995456 8.779247 12.132853 5.103146 5.360652 6.378142
MB-0382 2 4.04400 Moderate YES 1 Positve NEUTRAL 3 59.05 136.4666667 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 2 22.00 2 10.217391 8.913029 11.047620 10.176669 11.755016 5.702916 5.971041 6.139026
MB-0383 0 4.03800 High NO 1 Positve NEUTRAL 1 65.02 85.7333333 DECEASED LumB ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 3 19.00 1 9.756756 10.065007 10.893849 10.993232 11.716713 5.298467 6.137790 5.724759
MB-0384 13 6.08600 High NO 1 Positve LOSS 8 74.58 61.1000000 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 43.00 2 9.093163 11.728241 11.803032 10.015528 12.072845 6.853981 6.040066 6.747751
MB-0385 11 6.06200 High YES 1 Positve NEUTRAL 9 66.58 36.4333333 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 31.00 2 11.010561 10.504304 12.154943 10.123010 11.882726 5.582054 6.123415 5.986638
MB-0386 8 6.03000 Moderate NO 1 Positve LOSS 9 66.83 138.1333333 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 15.00 3 9.906015 10.193813 11.417427 9.909838 11.678843 7.416926 5.920523 6.280620
MB-0388 3 5.05600 Low YES 1 Positve GAIN 1 46.63 97.5666667 LIVING Normal ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Positive Negative 3 28.00 2 12.203064 9.830415 10.601112 9.476122 11.763631 5.380916 5.676878 5.837389
MB-0389 19 6.10000 High YES 1 Positve GAIN 2 46.87 96.9666667 LIVING LumB HER2+ Living YES Breast Invasive Ductal Carcinoma Positive Positive 3 50.00 3 12.532414 9.540320 10.831514 9.213721 10.930509 6.165209 5.869270 6.599962
MB-0390 NA 6.03400 Low YES 1 Positve GAIN 5 40.68 72.2000000 DECEASED claudin-low HER2+ Died of Disease YES Breast Invasive Ductal Carcinoma Positive Negative 3 17.00 2 13.872045 5.996693 10.842429 7.302871 11.365961 5.611784 5.865408 5.888104
MB-0391 15 6.10000 Moderate YES 1 Negative GAIN 1 61.23 142.4666667 LIVING claudin-low NA Living YES Breast Invasive Ductal Carcinoma Positive Negative 3 50.00 3 13.019338 6.149784 10.438215 7.904320 11.106964 5.343582 5.235018 6.250579
MB-0392 2 5.06000 Moderate YES 1 Positve NEUTRAL 1 56.28 38.1333333 DECEASED Normal ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 3 30.00 4 9.567165 10.269003 10.990364 9.213751 10.496486 8.030132 6.070786 6.800933
MB-0393 16 6.10600 Low YES 1 Positve NEUTRAL 2 68.74 20.8333333 DECEASED claudin-low ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 53.00 3 8.947572 9.484196 10.305861 9.230816 11.640813 6.110739 5.706058 6.141386
MB-0394 0 3.04000 Moderate NO 1 Positve NEUTRAL 2 56.48 64.2333333 LIVING LumA ER+/HER2- High Prolif Living YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 20.00 1 10.538026 9.888561 11.723212 10.450063 12.540719 7.020160 6.217036 6.132587
MB-0395 2 5.10000 High NO 1 Negative GAIN 5 80.38 29.0000000 DECEASED Her2 HER2+ Died of Disease YES Breast Invasive Ductal Carcinoma Positive Negative 3 50.00 2 13.027657 5.502843 10.970667 7.682616 12.430718 5.297029 5.562338 5.787113
MB-0396 0 4.05400 High YES 1 Negative NEUTRAL 10 56.45 60.6666667 LIVING Basal ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 27.00 2 10.533747 6.189762 5.842019 6.489703 6.452162 5.440172 5.695234 7.204820
MB-0397 0 2.02200 High NO 1 Positve NEUTRAL 4ER+ 58.56 57.2333333 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 1 11.00 1 10.557401 10.591374 12.077952 9.704918 11.963976 7.564648 6.045222 6.358389
MB-0398 19 6.08400 Moderate NO 1 Positve NEUTRAL 6 56.41 43.2000000 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 42.00 3 10.260009 10.256235 10.981070 9.972395 10.975386 5.670913 6.882750 5.528801
MB-0399 11 6.09000 Low YES 1 Negative NEUTRAL 4ER- 68.47 137.1000000 DECEASED Her2 ER-/HER2- Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 3 45.00 3 10.278710 6.066640 10.765506 6.998334 11.309578 5.457852 5.512410 5.831755
MB-0400 0 4.03200 Moderate YES 1 Negative NEUTRAL 10 55.28 22.4666667 DECEASED claudin-low ER-/HER2- Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 3 16.00 1 8.821594 6.019318 5.595759 6.120103 6.457693 5.447857 5.771586 7.147189
MB-0401 0 4.04000 High YES 1 Negative NEUTRAL 10 48.58 26.2666667 DECEASED claudin-low ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 20.00 1 10.483694 5.482775 6.409047 5.973126 6.329307 5.336352 5.542748 5.865864
MB-0402 0 2.02200 Low NO 1 Positve NEUTRAL 4ER+ 73.06 99.7333333 LIVING claudin-low ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 1 11.00 1 10.003468 8.853782 10.441708 9.491463 11.288782 7.444844 5.475488 6.020224
MB-0404 1 5.03000 High NO 1 Positve LOSS 8 60.71 63.5000000 LIVING LumA ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 15.00 2 9.909055 10.348208 11.371216 10.449029 11.146864 8.154963 5.777948 6.678844
MB-0405 NA 3.03200 High NO 1 Positve NEUTRAL 7 72.85 59.0666667 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 2 16.00 1 9.613383 10.104406 12.146947 11.029515 13.267056 7.288496 5.426406 6.279655
MB-0406 17 6.36000 Moderate YES 1 Positve NEUTRAL 2 69.32 96.9000000 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 180.00 3 10.515396 10.295546 11.546029 10.889048 12.883059 5.867643 5.780428 6.085246
MB-0408 NA 5.09400 Moderate YES 1 Positve NEUTRAL 7 51.01 101.8333333 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 47.00 2 10.469199 10.242719 12.193879 10.880621 10.963222 7.578894 5.856531 6.399850
MB-0410 0 3.04000 High NO 1 Positve NEUTRAL 3 57.41 63.0000000 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Lobular Carcinoma Negative Positive 2 20.00 1 9.434011 10.948436 11.524626 10.031840 12.185192 6.123233 5.731611 5.891073
MB-0411 1 4.03600 Moderate YES 1 Positve LOSS 6 54.60 139.1666667 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Mixed Ductal and Lobular Carcinoma Negative Negative 2 18.00 2 9.476839 9.669613 11.294154 9.981239 11.318148 5.877025 5.757887 6.223769
MB-0412 1 5.03800 High NO 1 Positve NEUTRAL 6 54.06 136.1666667 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 19.00 2 9.299526 10.906169 11.375659 10.383460 12.006707 5.666433 5.722886 5.311189
MB-0413 5 6.09400 High YES 1 Positve NEUTRAL 2 56.58 140.0666667 LIVING LumA ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 47.00 2 10.047863 10.330611 11.644098 11.183435 12.265190 6.649638 5.555559 6.483080
MB-0414 0 4.04200 Low NO 1 Negative LOSS 10 72.16 76.6333333 LIVING claudin-low ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 21.00 2 8.750083 5.784764 5.399212 5.634518 5.597777 5.324584 5.830775 5.922627
MB-0417 1 4.08000 Low NO 1 Positve NEUTRAL 7 54.22 6.2666667 DECEASED Her2 ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 2 40.00 2 10.547151 9.041726 12.075074 10.029477 11.551384 7.142179 5.503654 6.519421
MB-0418 1 5.06200 Moderate NO 1 Positve NEUTRAL 9 58.72 102.0666667 LIVING Her2 ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 31.00 2 10.859659 9.730591 11.295542 9.635282 13.466086 5.562523 5.557362 6.252480
MB-0419 3 4.04200 High NO 1 Positve NEUTRAL 8 77.92 104.3000000 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 2 21.00 2 10.315296 12.248885 11.884336 9.763587 11.958909 7.721146 5.619742 6.166514
MB-0420 0 4.03200 High YES 1 Negative NEUTRAL 10 34.92 76.7333333 LIVING claudin-low ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 16.00 1 9.249107 5.836084 5.880217 5.814784 8.944541 5.562491 5.794966 5.606296
MB-0421 0 4.04800 Low NO 1 Positve GAIN 5 73.53 93.0000000 DECEASED Her2 HER2+ Died of Other Causes NO Breast Invasive Ductal Carcinoma Positive Positive 3 24.00 2 13.464974 9.437883 11.326566 9.748778 11.176732 6.166790 5.596072 6.132490
MB-0422 7 5.03200 High NO 1 Positve NEUTRAL 8 66.72 33.8000000 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 2 16.00 2 10.285523 10.758226 11.559412 9.653154 12.012733 8.266505 5.276865 6.390949
MB-0423 NA 3.07000 High NO 1 Positve NEUTRAL 3 71.10 138.9333333 LIVING claudin-low ER+/HER2- Low Prolif Living NO Breast Invasive Lobular Carcinoma Negative Positive 2 35.00 2 10.265977 9.067793 11.131594 9.097145 11.324026 7.444775 6.156265 6.285529
MB-0424 22 6.12000 Moderate YES 1 Negative NEUTRAL 4ER- 44.02 9.8333333 DECEASED claudin-low ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 60.00 3 8.234659 6.756861 6.133579 6.134812 8.310652 5.636252 6.143294 5.663181
MB-0425 6 5.04400 High NO 1 Positve NEUTRAL 3 83.17 24.4000000 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 2 22.00 2 10.334228 10.925543 11.999225 10.325204 12.116821 6.479263 5.907978 6.348263
MB-0426 2 4.08400 Moderate YES 1 Positve NEUTRAL 3 50.48 131.1000000 LIVING Normal ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 42.00 2 10.092764 9.816906 10.933888 9.366357 12.078636 8.308080 5.587467 6.304669
MB-0427 15 5.04200 Moderate NO 1 Positve NEUTRAL 7 81.89 116.1000000 LIVING LumA ER+/HER2- High Prolif Living YES Breast Invasive Lobular Carcinoma Negative Negative 2 21.00 2 10.152236 11.509667 10.729102 10.023656 12.049793 5.607133 5.671586 6.251817
MB-0428 4 6.04000 High NO 1 Positve NEUTRAL 9 85.21 55.9333333 LIVING LumA ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 20.00 2 10.585181 9.856994 11.329359 9.568204 11.495452 5.716271 5.452973 5.973793
MB-0429 4 6.08000 High NO 1 Positve GAIN 1 78.86 74.4666667 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Lobular Carcinoma Negative Positive 3 40.00 2 11.112812 10.887874 11.333699 10.360348 11.317534 5.909150 5.650176 5.774838
MB-0431 2 4.11400 High NO 1 Positve NEUTRAL 3 63.61 85.1333333 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Lobular Carcinoma Negative Negative 2 57.00 2 11.278096 10.073611 10.993421 11.076457 11.458710 5.149852 5.864755 6.223816
MB-0432 NA 2.02800 Moderate NO 1 Positve NEUTRAL 4ER+ 60.07 105.8000000 LIVING claudin-low ER-/HER2- Living NO Breast Invasive Ductal Carcinoma Negative Negative 1 14.00 2 7.486569 6.483156 6.089128 6.203060 8.682699 5.320772 5.671920 6.425197
MB-0434 2 5.04000 High YES 1 Positve GAIN 5 69.79 45.5000000 DECEASED LumB HER2+ Died of Disease NO Breast Invasive Ductal Carcinoma Positive Negative 3 20.00 2 13.871429 9.317591 10.441539 10.904694 11.254941 5.130103 5.793372 6.326965
MB-0435 NA 3.00800 NA NO 1 Positve NEUTRAL 4ER+ 68.29 110.5333333 LIVING claudin-low NA Living NO Breast Mixed Ductal and Lobular Carcinoma Negative Negative 2 4.00 1 7.788476 5.836047 6.435728 6.396623 7.904762 5.306905 5.448575 6.396869
MB-0436 0 4.02600 Moderate NO 1 Negative NEUTRAL 4ER- 88.29 75.5000000 DECEASED Her2 ER-/HER2- Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 3 13.00 1 9.761344 6.200891 10.036134 7.052910 10.225254 5.556618 5.571594 6.296303
MB-0437 3 4.03000 Low NO 1 Positve LOSS 4ER+ 82.17 90.5666667 LIVING LumB ER+/HER2- High Prolif Living YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 15.00 2 9.330071 11.746837 12.492279 11.067003 12.049687 6.790440 5.508724 6.404263
MB-0438 1 5.05000 High YES 1 Negative GAIN 5 57.41 135.1666667 LIVING Her2 HER2+ Living YES Breast Invasive Ductal Carcinoma Positive Negative 3 25.00 2 13.514559 6.003997 11.286318 7.772561 11.304341 5.249454 6.037098 5.575408
MB-0439 0 3.03000 High NO 1 Positve NEUTRAL 8 50.32 112.1333333 LIVING LumB ER+/HER2- High Prolif Living NO Breast Invasive Mixed Mucinous Carcinoma Negative Positive 2 15.00 1 9.371318 10.085084 12.276183 11.235802 12.445799 7.639678 5.706450 6.905858
MB-0440 1 5.05200 High YES 1 Positve NEUTRAL 1 56.73 100.8333333 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 26.00 2 10.453199 10.145409 11.654562 11.376117 11.892079 5.777079 6.145139 6.003406
MB-0442 1 4.03400 Low NO 1 Positve NEUTRAL 4ER+ 71.58 103.4666667 DECEASED claudin-low ER+/HER2- Low Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 2 17.00 2 9.495594 9.095244 10.340217 9.679293 11.073795 5.525281 5.806614 6.339390
MB-0443 0 3.05200 High NO 1 Positve NEUTRAL 7 61.67 45.0333333 LIVING claudin-low ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 26.00 2 10.361705 11.214803 11.410992 9.656089 12.263434 8.164041 5.847624 6.083906
MB-0444 18 5.06600 Moderate NO 1 Positve NEUTRAL 8 49.87 55.4666667 DECEASED LumB ER+/HER2- Low Prolif Died of Disease YES Breast Invasive Lobular Carcinoma Negative Positive 2 33.00 4 9.638722 10.237564 11.343266 10.336049 12.267037 6.141229 5.586817 6.664189
MB-0445 1 4.04600 High YES 1 Positve NEUTRAL 7 40.07 132.5333333 LIVING LumA ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 23.00 2 10.507040 9.893928 11.076690 11.315955 11.826262 7.252304 5.522429 5.436832
MB-0446 0 4.04800 Moderate YES 1 Negative NEUTRAL 10 56.96 72.2666667 LIVING claudin-low ER-/HER2- Living NO Breast Invasive Ductal Carcinoma Negative Negative 3 24.00 2 10.375353 5.921408 8.182989 6.603082 8.418428 5.591167 5.907320 6.379679
MB-0448 NA 4.02600 High YES 1 Positve GAIN 1 59.45 29.2333333 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 13.00 2 11.363474 10.747184 11.746566 10.280811 12.012597 6.266248 5.664886 6.031446
MB-0449 2 3.07000 High YES 1 Positve NEUTRAL 3 54.38 112.5666667 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 1 35.00 2 10.752235 10.379302 12.073025 9.428386 12.301137 9.555535 6.137925 5.933303
MB-0451 0 2.03200 Moderate NO 1 Positve NEUTRAL 8 63.20 50.0666667 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Negative 1 16.00 1 11.044653 9.904156 11.244574 12.812082 11.388717 5.357200 5.158697 6.898920
MB-0452 0 4.04600 Moderate NO 1 Positve GAIN 9 54.43 62.8000000 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 23.00 2 10.786414 9.807691 10.973271 10.312088 10.887232 5.814534 5.807245 6.278379
MB-0453 6 6.20000 Moderate YES 1 Positve LOSS 2 61.11 43.1333333 DECEASED Her2 ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 100.00 3 9.336744 7.171179 10.538782 6.643117 11.044635 5.081271 5.975821 5.756018
MB-0454 0 3.04000 Moderate NO 1 Positve NEUTRAL 3 90.02 46.8333333 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Mixed Mucinous Carcinoma Negative Positive 2 20.00 1 9.923387 12.696646 12.038253 10.270300 11.982047 7.791979 5.676119 6.012290
MB-0455 0 3.03600 Moderate NO 1 Positve LOSS 10 56.84 99.3333333 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 18.00 1 10.797988 10.843992 11.105834 9.266740 9.838690 7.811392 6.282039 5.957329
MB-0458 2 4.10000 Low YES 1 Positve NEUTRAL 4ER+ 49.28 134.5000000 LIVING Normal ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 50.00 2 10.028021 8.588287 10.542925 8.499089 11.835185 6.372244 6.034909 6.429157
MB-0459 2 5.06800 Low NO 1 Positve GAIN 6 85.09 35.6000000 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 3 34.00 3 10.137232 11.535919 11.179195 10.402869 11.934256 5.477767 5.638097 6.756193
MB-0460 0 3.04400 High NO 1 Positve NEUTRAL 4ER+ 81.44 114.0000000 DECEASED claudin-low ER+/HER2- Low Prolif Died of Disease YES Breast Invasive Lobular Carcinoma Negative Positive 2 22.00 2 9.471827 9.539503 9.872671 8.954080 10.596462 6.860038 5.615105 6.499827
MB-0462 0 4.03200 Moderate NO 1 Positve GAIN 5 60.50 132.7666667 LIVING claudin-low HER2+ Living YES Breast Invasive Ductal Carcinoma Positive Negative 3 16.00 1 13.094770 7.222145 10.921116 8.934893 10.884251 5.335701 5.912904 6.339661
MB-0463 0 3.04200 High NO 1 Positve NEUTRAL 4ER+ 60.48 120.5666667 DECEASED LumA ER+/HER2- Low Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 2 21.00 1 10.513490 11.110895 11.570120 9.872800 11.786474 6.595780 5.940071 6.355286
MB-0464 17 6.02600 Low YES 1 Negative LOSS 9 58.98 39.3000000 DECEASED Basal ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 13.00 3 10.229298 5.874628 12.014392 9.131326 11.552874 5.252221 5.636432 6.668468
MB-0465 2 5.05200 Moderate NO 1 Positve GAIN 5 87.18 28.6000000 DECEASED LumB HER2+ Died of Disease NO Breast Invasive Ductal Carcinoma Positive Negative 3 26.00 2 14.457624 9.798060 11.437886 9.911750 11.638419 5.310441 5.540852 5.831722
MB-0466 4 5.14000 High YES 1 Positve NEUTRAL 1 33.97 43.8666667 LIVING LumA ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 2 70.00 2 9.695560 10.455766 11.874311 11.560412 14.432001 5.697364 6.121725 6.149827
MB-0467 0 4.02600 High YES 1 Negative GAIN 5 58.35 105.6000000 DECEASED Her2 HER2+ Died of Disease NO Breast Invasive Ductal Carcinoma Positive Negative 3 13.00 1 14.171695 6.075729 11.259706 8.743336 10.446487 5.217940 5.958247 5.442257
MB-0468 4 6.05200 Moderate YES 1 Positve NEUTRAL 1 60.95 129.6000000 DECEASED LumA NA Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 3 26.00 2 10.132902 12.145630 11.541047 10.276066 11.333620 5.226949 5.793001 5.946668
MB-0469 3 5.07800 Moderate YES 1 Positve GAIN 6 67.94 131.2666667 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 39.00 2 10.020207 12.034976 11.517887 9.792847 10.862393 6.157517 6.021491 5.773827
MB-0470 0 2.03000 NA NO 1 Positve LOSS 4ER+ 61.78 88.2333333 LIVING claudin-low NA Living YES Breast Invasive Lobular Carcinoma Negative Negative 1 15.00 1 6.887928 5.403382 5.447403 5.277722 5.594775 5.189767 5.944862 5.432046
MB-0471 0 3.03400 Moderate NO 1 Positve NEUTRAL 1 76.49 107.4666667 LIVING LumA ER+/HER2- High Prolif Living YES Breast Invasive Mixed Mucinous Carcinoma Negative Positive 2 17.00 1 10.957386 10.972940 12.036390 11.311967 12.955501 6.046628 6.103019 6.265071
MB-0472 0 1.02200 High NO 1 Positve NEUTRAL 7 59.34 27.4000000 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Lobular Carcinoma Negative Positive NA 11.00 0 11.103954 12.452304 12.359713 11.029344 12.317124 6.964526 5.929107 6.401069
MB-0474 3 5.16000 High YES 1 Positve NEUTRAL 9 54.29 111.1000000 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 80.00 3 9.057909 9.802836 11.188181 10.253315 11.405292 6.907927 5.837613 6.708384
MB-0475 0 4.04000 Moderate NO 1 Positve NEUTRAL 9 54.15 130.7000000 LIVING LumA ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 20.00 1 10.250615 7.833204 11.348365 9.992874 12.052296 6.721586 5.338721 6.138042
MB-0476 0 4.05000 Moderate YES 1 Negative NEUTRAL 4ER- 54.62 130.4333333 LIVING claudin-low ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 25.00 2 8.683673 7.459692 9.003775 7.104061 10.001477 5.278575 5.957238 6.234782
MB-0478 3 4.04600 Low NO 1 Positve NEUTRAL 3 74.02 132.3000000 LIVING claudin-low ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 23.00 2 10.658664 10.942893 11.374190 9.815388 12.273725 6.312817 5.839329 5.974792
MB-0479 0 4.04400 High YES 1 Negative GAIN 5 33.83 132.7666667 LIVING Her2 HER2+ Living YES Breast Invasive Ductal Carcinoma Positive Negative 3 22.00 2 14.464282 5.666898 11.350001 7.785742 11.102771 5.469132 5.827326 5.665652
MB-0480 0 4.02600 High NO 1 Positve NEUTRAL 9 51.86 94.5666667 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 13.00 1 10.972276 11.523975 11.096287 10.727283 11.981665 5.395258 6.057768 5.741599
MB-0481 0 4.03800 High YES 1 Negative NEUTRAL 10 54.22 36.4000000 DECEASED Basal ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 19.00 1 8.453216 5.573378 6.004982 7.142834 8.836479 5.085294 6.363041 5.740862
MB-0482 1 5.03200 Moderate YES 1 Negative GAIN 5 39.53 24.8666667 DECEASED Normal HER2+ Died of Disease YES Breast Invasive Ductal Carcinoma Positive Negative 3 16.00 2 14.091119 6.171692 10.510516 7.939483 9.881948 5.434787 5.492593 6.157980
MB-0483 2 5.04200 High YES 1 Positve NEUTRAL 1 49.61 74.4666667 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 21.00 2 10.283418 10.107173 11.459915 10.364033 11.878766 6.367863 5.411591 6.273120
MB-0484 3 5.04400 High YES 1 Positve GAIN 6 38.72 82.6333333 LIVING Her2 ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Positive Positive 3 22.00 2 12.376948 9.386196 11.223620 9.834424 12.719259 8.461336 6.036719 6.137551
MB-0485 7 6.10000 High YES 1 Positve NEUTRAL 9 60.78 36.7666667 DECEASED LumA ER+/HER2- High Prolif Died of Disease YES Breast Mixed Ductal and Lobular Carcinoma Negative Negative 3 50.00 3 10.601328 9.929372 11.424077 9.531204 12.669632 5.470386 5.952124 5.677579
MB-0486 0 4.06400 High YES 1 Positve NEUTRAL 3 57.57 89.9666667 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 32.00 2 11.223971 12.419033 12.163261 10.212199 12.643431 7.483746 5.259063 6.827988
MB-0487 0 3.03000 Low NO 1 Positve NEUTRAL 3 57.36 86.9000000 LIVING Normal ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 15.00 1 9.798991 9.351200 11.117331 9.937775 12.424411 6.168967 6.075437 6.197081
MB-0488 0 2.05000 NA NO 1 Positve NEUTRAL 4ER+ 50.64 112.9333333 LIVING Basal ER-/HER2- Living YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 1 25.00 2 9.939612 7.938777 9.620724 8.532779 10.620009 6.955312 6.084539 6.629929
MB-0489 0 4.02000 Low YES 1 Negative GAIN 4ER- 41.46 90.5666667 LIVING claudin-low ER-/HER2- Living NO Breast Invasive Ductal Carcinoma Negative Negative 3 10.00 1 11.650493 6.229418 7.059031 6.594089 8.470811 5.352772 5.891763 6.756209
MB-0490 10 5.06000 Low NO 1 Positve NEUTRAL 4ER+ 81.90 101.9666667 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 30.00 3 10.446092 11.139964 11.941410 11.521779 11.914175 7.254902 5.464610 6.418055
MB-0491 0 3.06000 High NO 1 Positve NEUTRAL 4ER+ 43.40 125.8000000 LIVING LumA ER+/HER2- High Prolif Living YES Breast Invasive Lobular Carcinoma Negative Positive 2 30.00 3 10.298127 8.715247 11.421474 10.322662 11.663927 6.542648 5.634982 6.366014
MB-0492 0 4.05600 NA NO 1 Positve NEUTRAL 8 85.21 81.1333333 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 3 28.00 2 10.064809 12.075739 11.960754 10.199108 11.457881 6.104180 5.623613 5.898432
MB-0494 21 6.08000 Moderate YES 1 Negative NEUTRAL 4ER- 77.22 36.6333333 DECEASED claudin-low ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 40.00 3 10.055658 5.726619 9.929216 6.207364 9.823298 5.080313 5.875207 6.153092
MB-0495 7 6.03800 Low YES 1 Positve NEUTRAL 4ER+ 63.19 71.8000000 DECEASED claudin-low ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 19.00 2 9.498982 7.502609 9.570072 8.134176 9.445373 5.232280 5.688439 6.129618
MB-0496 4 4.05200 High YES 1 Positve NEUTRAL 3 60.00 130.9000000 LIVING Normal ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 1 26.00 2 10.094245 10.525131 11.461707 9.808205 12.169838 7.412761 5.723556 5.958107
MB-0497 0 3.05800 High NO 1 Positve GAIN 4ER+ 57.27 73.7000000 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 29.00 2 11.808655 10.023977 11.542031 10.744957 12.545698 6.543717 5.762836 5.942604
MB-0499 NA 3.00800 Low NO 1 Positve NEUTRAL 4ER+ 50.15 131.9000000 LIVING claudin-low ER-/HER2- Living NO Invasive Breast Carcinoma Negative Negative 2 4.00 1 7.790178 6.428485 5.542414 5.474312 8.958828 5.118951 5.708723 6.046394
MB-0500 0 4.04400 High YES 1 Positve NEUTRAL 10 36.56 67.4666667 LIVING Basal ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 22.00 2 9.696172 5.963842 5.570316 7.186027 7.316716 5.549339 5.654324 5.845475
MB-0501 0 4.04200 Moderate YES 1 Positve GAIN 8 48.93 71.5000000 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 21.00 2 10.671199 10.159842 11.988853 10.495334 12.190383 6.707173 5.709419 6.447630
MB-0502 5 6.06000 Low YES 1 Positve NEUTRAL 4ER+ 56.41 82.1000000 LIVING claudin-low ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 30.00 2 7.036629 5.835690 5.254238 5.598143 7.696529 5.461428 6.011818 6.329893
MB-0503 0 3.04600 High NO 1 Positve GAIN 7 60.77 101.2333333 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 23.00 2 11.289801 11.167178 11.044143 10.709767 11.960466 7.450691 5.605856 6.165499
MB-0504 0 4.04200 Moderate NO 1 Positve NEUTRAL 3 68.16 130.4666667 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 21.00 2 10.294530 11.390907 12.003973 9.861704 11.627469 7.416153 5.784369 6.006692
MB-0505 1 3.02400 Moderate NO 1 Positve NEUTRAL 4ER+ 56.38 60.7000000 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 1 12.00 2 10.495769 10.882723 11.356706 9.910367 11.602234 6.885989 5.849968 6.084577
MB-0506 1 5.04200 High YES 1 Negative NEUTRAL 9 60.74 45.8000000 DECEASED Her2 ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 21.00 2 11.497153 5.666729 10.573330 5.647723 10.780708 5.928920 5.773078 6.255772
MB-0507 0 4.03600 Moderate NO 1 Positve NEUTRAL 3 58.71 23.8000000 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 18.00 1 10.909235 10.920440 11.775824 10.990733 12.125176 5.895003 5.852411 6.063595
MB-0508 0 3.02200 Low NO 1 Positve GAIN 2 42.68 114.3333333 LIVING Normal ER+/HER2- High Prolif Living NO Breast Invasive Ductal Carcinoma Negative Negative 2 11.00 1 10.689258 9.129528 11.716713 10.759001 12.344001 5.689575 5.459296 6.285635
MB-0509 0 4.02200 Low NO 1 Positve NEUTRAL 3 41.48 115.3000000 LIVING Basal ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 11.00 1 11.035307 8.998873 11.498766 9.310608 11.498590 7.881707 6.359923 6.439989
MB-0510 1 5.12000 Moderate NO 1 Positve NEUTRAL 9 71.84 128.4000000 LIVING Normal ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 60.00 3 10.525066 11.383085 11.258135 9.238610 11.771265 8.014782 5.984174 6.442711
MB-0511 0 3.06200 Moderate NO 1 Positve NEUTRAL 3 59.84 61.7000000 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 31.00 2 9.890495 10.832524 11.114878 9.544709 11.984684 8.068942 5.878777 6.557720
MB-0512 0 2.04800 Moderate NO 1 Positve NEUTRAL 9 56.74 121.5333333 LIVING LumA NA Living YES Breast Invasive Ductal Carcinoma Negative Positive 1 24.00 2 10.381959 9.799311 11.513761 9.745890 11.962566 7.666097 5.607601 6.295626
MB-0513 1 4.06400 High NO 1 Positve NEUTRAL 9 73.39 117.0333333 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 32.00 2 10.361698 12.036910 11.989596 10.926794 12.257506 7.639570 5.542244 6.198633
MB-0514 1 4.04000 High YES 1 Positve NEUTRAL 3 42.89 13.4000000 LIVING LumB ER+/HER2- High Prolif Living YES Invasive Breast Carcinoma Negative Positive 2 20.00 2 11.006992 9.076345 12.071262 10.820960 12.487598 7.356751 5.774256 6.107184
MB-0516 0 4.03000 High YES 1 Negative NEUTRAL 10 62.81 114.4666667 LIVING Basal ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 15.00 1 10.408072 6.881310 5.549072 5.420115 6.586512 5.270327 6.715304 7.315904
MB-0517 0 3.03400 Moderate NO 1 Positve LOSS 9 47.92 61.9000000 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 17.00 1 9.881218 10.319448 11.493666 10.868254 13.123700 7.827401 5.486150 6.112082
MB-0519 23 6.13000 Moderate YES 1 Positve LOSS 4ER+ 61.99 110.9666667 LIVING claudin-low ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 65.00 3 9.140828 10.476733 9.672642 8.768279 10.916430 5.367138 5.805846 6.457164
MB-0521 3 4.06000 High NO 1 Positve NEUTRAL 3 52.20 212.2000000 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Lobular Carcinoma Negative Positive 2 30.00 2 10.296613 8.305056 11.245885 9.160037 11.210572 7.639397 6.330508 6.221006
MB-0522 0 2.00000 Low NO 1 Negative GAIN 5 54.08 2.5000000 LIVING Her2 NA Living NO Invasive Breast Carcinoma Positive Negative NA NA 0 13.317894 6.670785 11.922843 8.289853 12.222702 5.367018 5.981906 5.869743
MB-0524 0 4.02000 Moderate YES 1 Positve NEUTRAL 4ER+ 40.65 80.8333333 LIVING Normal ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Negative 3 10.00 2 10.456148 7.979855 10.517493 9.474918 10.476816 5.777461 5.902926 6.020122
MB-0525 0 4.05000 High YES 1 Negative NEUTRAL 4ER- 48.47 65.8666667 LIVING Basal ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 25.00 2 9.688269 5.905390 10.047188 7.726782 10.798992 5.140761 5.441109 6.542952
MB-0526 0 4.03000 High NO 1 Negative NEUTRAL 2 72.18 139.6333333 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 3 15.00 NA 10.180750 10.230693 11.493044 10.613933 11.465002 7.323459 5.827025 6.410249
MB-0527 2 4.03800 Moderate NO 1 Positve NEUTRAL 4ER+ 73.22 109.8333333 DECEASED claudin-low ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 2 19.00 2 9.695568 11.181132 11.844688 10.261508 12.449979 8.675671 5.632607 6.328430
MB-0528 1 5.05200 Moderate YES 1 Positve NEUTRAL 2 53.64 193.9666667 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 26.00 2 7.873061 10.271652 11.197093 10.173933 11.125510 5.567911 5.824461 5.695817
MB-0529 7 5.05000 High YES 1 Positve NEUTRAL 8 67.46 48.5333333 DECEASED LumA ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 2 25.00 4 11.128968 11.651835 12.224812 9.983446 12.525544 6.896907 5.877443 6.155318
MB-0531 0 4.03200 NA YES 1 Negative LOSS 4ER- 60.12 163.8666667 LIVING Normal NA Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 16.00 1 10.061341 9.456726 10.522803 9.187560 10.886159 6.672434 6.034446 6.585090
MB-0532 3 5.07000 High YES 1 Negative NEUTRAL 9 59.07 143.1333333 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 35.00 2 9.509944 8.433474 11.541467 10.219109 11.270692 7.371158 5.802530 5.655590
MB-0534 2 5.03400 Low YES 1 Positve NEUTRAL 4ER+ 51.56 124.1000000 LIVING claudin-low NA Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 17.00 2 9.883987 8.835951 10.418749 8.915451 11.181482 6.473030 5.785892 6.199096
MB-0535 0 3.02400 Low NO 1 Positve NEUTRAL 8 46.66 199.1333333 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 12.00 1 10.946611 10.643933 11.373902 10.670680 11.578504 7.959505 5.790894 7.004062
MB-0536 0 4.04000 High NO 1 Positve NEUTRAL 1 67.88 147.3666667 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 3 20.00 1 10.325891 9.784261 10.733211 9.248578 10.243497 5.299014 5.698876 6.216211
MB-0537 1 3.02800 NA YES 1 Positve NEUTRAL 4ER+ 59.80 113.5666667 LIVING claudin-low ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 1 14.00 2 10.241672 10.505015 10.990093 9.887475 11.563142 5.675000 5.882196 6.001185
MB-0538 26 6.07400 High YES 1 Positve NEUTRAL 9 61.89 24.1000000 DECEASED LumA ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 37.00 2 10.669651 9.320273 10.645684 8.670868 12.523721 6.842592 5.597551 5.965769
MB-0540 0 2.02400 High NO 1 Positve NEUTRAL 4ER+ 66.11 194.5333333 LIVING claudin-low ER-/HER2- Living YES Breast Mixed Ductal and Lobular Carcinoma Negative Negative 1 12.00 1 6.666668 5.996923 5.184945 6.955611 5.651901 5.041951 6.401383 6.626049
MB-0541 0 4.03800 High YES 1 Positve NEUTRAL 9 38.86 174.2666667 LIVING LumA ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 19.00 1 10.241371 10.220349 11.317470 10.916691 12.085724 5.739892 5.677383 6.176686
MB-0542 5 6.04600 Moderate YES 1 Positve NEUTRAL 1 39.30 48.6000000 DECEASED Normal ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 23.00 2 9.692871 9.445687 11.053192 9.709901 11.312787 6.161963 6.036242 5.834723
MB-0543 NA 5.05400 High NO 1 Positve GAIN 1 45.90 154.7666667 LIVING Basal HER2+ Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 27.00 2 11.363260 8.302031 11.079365 9.856897 11.194921 5.614646 6.943498 5.304319
MB-0544 1 5.10400 Low YES 1 Positve NEUTRAL 8 74.46 79.3333333 DECEASED LumB ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 3 52.00 3 9.958135 11.538562 11.772111 10.553715 13.587511 6.297006 5.921032 6.098553
MB-0545 6 6.05200 Moderate NO 1 Positve NEUTRAL 6 83.92 41.1666667 DECEASED Normal ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 3 26.00 2 9.190243 11.053277 10.870214 9.071087 10.699112 5.844590 5.663553 6.252610
MB-0546 NA 4.02400 High YES 1 Positve NEUTRAL 3 51.45 193.8000000 LIVING Normal ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 2 12.00 2 9.387713 9.019698 10.999486 9.733631 11.822058 5.720901 5.540379 5.942813
MB-0549 NA 5.06000 High NO 1 Positve GAIN 5 76.84 25.9666667 LIVING LumB HER2+ Living NO Breast Invasive Ductal Carcinoma Positive Negative 3 30.00 2 13.078315 9.672600 11.574272 10.322208 11.812696 5.366370 6.188295 5.973378
MB-0550 1 4.03000 High NO 1 Positve NEUTRAL 8 60.12 132.3333333 DECEASED LumB ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 2 15.00 NA 8.989947 9.519490 11.628794 9.390888 11.721047 5.127041 6.247425 6.303592
MB-0551 0 3.06400 NA NO 1 Positve NEUTRAL 4ER+ 76.32 51.9666667 DECEASED Normal ER+/HER2- Low Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 2 32.00 2 10.848528 9.050194 10.612820 9.201332 11.627827 6.159570 5.415161 6.698704
MB-0552 8 6.05800 NA YES 1 Positve GAIN 5 61.53 68.0666667 DECEASED Her2 HER2+ Died of Disease YES Breast Invasive Ductal Carcinoma Positive Negative 3 29.00 2 13.775503 7.914293 11.064003 9.386682 10.864490 5.319228 5.824531 6.080355
MB-0553 14 5.04000 Moderate NO 1 Positve GAIN 5 86.99 85.7333333 DECEASED LumA NA Died of Other Causes YES Breast Invasive Ductal Carcinoma Positive Negative 2 20.00 2 13.958953 11.107809 10.972823 10.145708 11.564270 5.454142 5.302936 6.400868
MB-0554 0 2.03200 Moderate NO 1 Positve NEUTRAL 8 82.35 111.1666667 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive NA 16.00 1 10.328804 10.551341 11.256929 10.367060 11.367314 6.388299 5.464541 6.396555
MB-0558 0 4.05600 NA NO 1 Negative GAIN 10 69.88 97.8333333 DECEASED claudin-low ER-/HER2- Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Negative 3 28.00 2 8.144130 5.733103 5.949780 6.089489 8.703027 5.410512 5.436112 6.880788
MB-0559 0 4.05000 High YES 1 Positve NEUTRAL 7 47.71 161.7666667 LIVING LumA ER+/HER2- High Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 3 25.00 2 10.685759 10.176720 11.696388 11.135957 13.121816 6.673387 5.620333 5.851174
MB-0564 NA 4.04400 Moderate YES 1 Negative GAIN 4ER- 48.39 37.9333333 DECEASED Normal HER2+ Died of Disease NO Breast Invasive Ductal Carcinoma Positive Negative 3 22.00 1 14.464040 6.169276 11.203179 7.393797 11.265998 5.582952 5.679140 6.254483
MB-0568 1 4.03400 Moderate NO 1 Positve NEUTRAL 7 61.28 181.4666667 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 2 17.00 2 10.188660 11.223001 11.604714 10.406811 11.860352 7.735833 5.692795 6.341627
MB-0569 14 6.04600 High YES 1 Positve NEUTRAL 4ER+ 74.96 59.5000000 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 23.00 2 10.230657 10.416019 10.969937 9.136350 9.771388 8.213195 5.910205 6.115119
MB-0570 0 4.04000 High NO 1 Positve GAIN 6 68.99 272.2000000 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 20.00 2 9.985734 11.100772 11.829013 11.397012 12.284814 7.828917 5.868537 5.689783
MB-0571 0 2.04000 Moderate NO 1 Positve NEUTRAL 7 61.79 149.8666667 LIVING LumA ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 1 20.00 1 10.395111 10.101766 12.154018 10.305366 11.879989 6.731992 5.570102 6.824992
MB-0573 0 3.13000 Moderate NO 1 Positve LOSS 7 76.22 163.2000000 DECEASED claudin-low ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 2 65.00 0 9.552683 8.786147 11.147625 10.050487 11.524047 6.007294 5.949246 5.831672
MB-0574 1 5.04200 High NO 1 Positve NEUTRAL 2 71.21 119.8000000 LIVING LumA ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 21.00 2 10.779680 12.412887 11.266299 10.077291 11.478646 7.313249 5.716273 6.918135
MB-0575 4 5.11000 High YES 1 Positve GAIN 4ER+ 48.10 128.5666667 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 55.00 3 10.799751 8.872226 10.970456 9.320952 11.806290 8.114450 6.146351 6.163987
MB-0576 5 6.04200 Moderate NO 1 Positve NEUTRAL 2 68.47 31.0000000 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 21.00 2 10.143592 10.928492 10.999807 9.899256 11.081772 6.085146 6.233383 5.832911
MB-0577 0 3.02000 Low NO 1 Positve NEUTRAL 7 51.42 65.4000000 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Mixed Mucinous Carcinoma Negative Negative 2 10.00 1 10.268527 12.364643 11.280530 9.223021 11.770990 5.599043 5.873399 6.018928
MB-0578 6 5.08400 Low YES 1 Positve NEUTRAL 4ER+ 59.64 110.1000000 LIVING Normal ER+/HER2- Low Prolif Living YES Breast Invasive Lobular Carcinoma Negative Positive 2 42.00 2 10.362374 9.736905 11.306870 9.005021 12.351052 6.741481 5.898610 5.918082
MB-0579 1 4.05800 Moderate NO 1 Positve GAIN 7 70.53 92.7666667 DECEASED LumB ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 2 29.00 2 10.879801 10.983727 11.561445 10.587501 12.409015 5.469337 5.647049 6.077193
MB-0580 2 5.08000 Moderate YES 1 Positve GAIN 4ER+ 33.80 79.3666667 DECEASED LumA ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 40.00 2 11.118371 10.078283 11.368914 10.211355 11.467343 8.101672 6.132452 5.643559
MB-0581 14 6.05200 Moderate NO 1 Negative NEUTRAL 7 96.29 7.8666667 DECEASED Basal ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 26.00 2 10.195613 5.743939 10.435989 7.003413 11.506286 5.460523 6.319509 6.431716
MB-0582 0 4.06000 High NO 1 Negative NEUTRAL 10 84.76 15.5333333 DECEASED Basal ER-/HER2- Died of Other Causes NO Breast Invasive Lobular Carcinoma Negative Negative 3 30.00 2 10.767008 6.872044 5.596382 7.179495 5.323652 5.385198 6.089555 7.297443
MB-0583 0 3.04400 High NO 1 Positve NEUTRAL 3 75.67 62.6333333 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 22.00 2 10.487779 11.715470 12.424436 10.945211 13.539981 7.213885 5.445055 5.967108
MB-0584 0 4.04000 High NO 1 Positve NEUTRAL 7 41.31 118.2000000 LIVING LumB ER+/HER2- High Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 3 20.00 1 10.824815 9.602853 11.169909 10.289872 11.976547 7.168398 5.954461 6.588049
MB-0585 1 5.05600 High NO 1 Positve NEUTRAL 6 76.72 115.7000000 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 28.00 2 9.255558 10.843833 11.372693 9.719429 11.627214 5.729949 5.982166 6.122218
MB-0586 1 4.13000 Low NO 1 Positve NEUTRAL 6 77.99 77.2333333 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Lobular Carcinoma Negative Negative 2 65.00 3 10.889557 11.799085 12.023049 11.642556 12.862732 5.476562 5.480178 6.174025
MB-0587 1 4.04800 Low YES 1 Positve GAIN 9 50.41 91.2666667 LIVING LumA ER+/HER2- High Prolif Living YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 24.00 2 10.578454 10.577326 11.286130 10.320350 12.778498 8.626599 5.733393 5.663422
MB-0588 0 3.04400 High NO 1 Negative NEUTRAL 4ER- 76.35 119.7333333 LIVING Normal ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Negative 2 22.00 2 11.245198 6.359961 11.049671 7.687365 12.600125 5.158461 5.760061 6.806226
MB-0589 25 5.07000 Moderate NO 1 Positve GAIN 5 59.96 125.8000000 LIVING LumB ER+/HER2- High Prolif Living YES Breast Mixed Ductal and Lobular Carcinoma Positive Negative 2 35.00 4 12.342485 9.874380 11.642856 11.228540 12.794933 5.418291 5.808035 6.508321
MB-0590 15 6.06000 High YES 1 Positve GAIN 9 60.27 72.4666667 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 3 30.00 2 11.258461 9.333898 11.238523 10.089019 11.137191 8.020253 5.777055 6.490697
MB-0591 0 4.03400 High NO 1 Positve NEUTRAL 8 84.00 119.4666667 DECEASED LumB ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 3 17.00 1 10.169406 10.953635 11.826123 11.185624 11.076907 5.583657 5.923427 6.464300
MB-0592 NA 1.11000 Low NO 1 Positve NEUTRAL 8 74.94 74.5666667 LIVING LumB ER+/HER2- High Prolif Living NO Invasive Breast Carcinoma Negative Positive NA 55.00 0 9.690647 11.990626 12.397550 10.874503 12.493512 8.835893 5.862263 6.340421
MB-0593 13 5.18000 High YES 1 Negative GAIN 5 62.34 34.6666667 DECEASED Her2 HER2+ Died of Disease YES Breast Invasive Lobular Carcinoma Positive Negative 2 90.00 3 14.276307 6.535008 10.018908 7.702512 11.610094 5.637730 6.186283 6.698037
MB-0594 1 5.09000 High NO 1 Positve LOSS 4ER+ 77.96 44.2333333 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 45.00 3 10.012258 9.008642 11.565575 11.160292 12.636825 5.320865 6.096765 5.958281
MB-0596 0 3.03200 High NO 1 Positve LOSS 3 77.48 107.1000000 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 16.00 1 9.798523 10.357531 10.885149 10.125892 10.926885 6.280370 6.201612 6.285924
MB-0597 2 4.03400 High YES 1 Positve NEUTRAL 3 64.55 113.2000000 DECEASED Normal ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 2 17.00 2 10.418561 10.228227 11.061731 9.998703 11.842712 6.096723 5.969303 6.062847
MB-0598 9 5.04800 High NO 1 Positve NEUTRAL 3 77.48 89.3666667 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 2 24.00 2 10.607306 9.836176 11.245022 9.817646 11.189943 6.104544 6.146310 6.471798
MB-0599 1 4.04800 Moderate YES 1 Positve NEUTRAL 4ER+ 46.85 123.2666667 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 2 24.00 2 9.152307 7.539728 11.299041 10.256447 11.645300 5.457182 6.119939 6.065822
MB-0600 9 6.05400 Moderate NO 1 Positve NEUTRAL 6 70.50 111.0000000 LIVING LumA ER+/HER2- High Prolif Living YES Breast Mixed Ductal and Lobular Carcinoma Negative Negative 3 27.00 2 10.816782 12.080013 11.688586 11.621053 13.291285 5.477087 6.210675 6.555412
MB-0601 8 6.05000 Moderate YES 1 Positve NEUTRAL 10 32.99 29.6666667 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 25.00 2 9.517519 8.364819 11.290749 9.420436 11.391996 5.518045 6.002160 6.053939
MB-0603 1 4.04200 High NO 1 Positve NEUTRAL 7 79.52 121.9666667 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 2 21.00 2 10.597703 11.240777 11.722479 10.046295 12.570257 7.178809 5.661397 6.263550
MB-0605 0 3.03600 High NO 1 Positve GAIN 8 58.08 114.6000000 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Lobular Carcinoma Negative Positive 2 18.00 1 10.587339 10.640352 11.301670 10.252341 11.943164 7.540373 6.078524 6.425188
MB-0606 0 3.03600 Moderate NO 1 Positve NEUTRAL 3 83.19 27.4666667 DECEASED LumB ER+/HER2- High Prolif Died of Disease NO Breast Mixed Ductal and Lobular Carcinoma Negative Negative 2 18.00 1 9.411883 11.905261 12.068320 11.176432 12.403255 5.453634 5.859744 6.522028
MB-0607 2 5.06000 Moderate YES 1 Positve GAIN 4ER+ 53.10 87.8333333 LIVING LumA ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 30.00 2 11.695380 10.513912 11.427358 8.755241 11.830732 6.895135 5.782642 6.432862
MB-0608 5 6.05000 High NO 1 Negative NEUTRAL 10 76.81 63.9666667 DECEASED claudin-low ER-/HER2- Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 3 25.00 2 10.754281 6.067875 6.566641 5.617055 6.166673 5.069229 5.615216 6.355842
MB-0609 2 4.02800 High YES 1 Positve NEUTRAL 8 51.15 98.7000000 DECEASED LumA ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 2 14.00 2 9.994740 11.011339 11.042417 10.548725 11.536016 5.809105 5.606472 6.143403
MB-0610 2 4.03600 High NO 1 Positve NEUTRAL 4ER+ 71.30 76.7000000 LIVING claudin-low ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 2 18.00 2 10.930943 10.336332 10.861113 10.261071 10.904916 5.192275 5.555283 6.142578
MB-0611 0 4.04800 Low NO 1 Positve GAIN 9 75.65 104.5333333 LIVING LumB ER+/HER2- High Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 3 24.00 2 11.651697 10.348291 11.078105 9.795704 10.648216 5.797408 6.097959 6.345655
MB-0613 0 3.12000 Moderate YES 1 Negative NEUTRAL 4ER- 60.20 48.8000000 LIVING claudin-low ER-/HER2- Living YES Breast Negative Negative 2 60.00 3 8.754192 5.793344 9.805647 6.730891 10.885370 5.438114 5.800771 5.551525
MB-0614 1 5.03800 Moderate YES 1 Positve NEUTRAL 6 48.99 119.3333333 LIVING LumA ER+/HER2- High Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 3 19.00 2 9.789257 9.397433 10.829356 10.064129 11.558134 6.889373 5.605697 6.347619
MB-0615 3 4.00600 NA NO 1 Negative GAIN 5 38.75 34.7666667 LIVING Normal HER2+ Living NO Breast Invasive Ductal Carcinoma Positive Negative 2 3.00 NA 13.515510 6.457319 10.598474 7.236630 11.364245 5.497248 6.079025 6.196607
MB-0616 3 5.07600 High NO 1 Positve NEUTRAL 7 75.98 29.0333333 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 3 38.00 2 10.691838 9.934160 10.783072 9.937343 11.941030 5.793021 5.894321 6.881225
MB-0617 0 2.08000 Low NO 1 Positve NEUTRAL 4ER+ 72.14 92.9666667 DECEASED claudin-low ER-/HER2- Died of Other Causes NO Breast Invasive Mixed Mucinous Carcinoma Negative Negative 1 40.00 2 8.703912 7.568996 8.103897 7.341857 8.539731 5.624613 5.920663 6.442102
MB-0618 0 3.03400 Moderate NO 1 Positve NEUTRAL 3 63.86 101.9000000 LIVING LumB ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 2 17.00 1 10.034905 11.584331 11.603053 9.880419 12.598465 7.754151 5.562573 5.865399
MB-0619 1 5.05000 Moderate YES 1 Positve NEUTRAL 4ER+ 38.90 94.2333333 LIVING Normal ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 25.00 2 9.933563 9.296898 11.486863 10.071597 12.123501 5.506456 5.786709 6.164589
MB-0620 1 5.02800 NA YES 1 Positve NEUTRAL 4ER+ 62.97 112.8000000 LIVING claudin-low ER-/HER2- Living YES Breast Negative Negative 3 14.00 2 9.666006 8.449960 8.580251 8.377827 9.925870 5.468108 6.233319 6.080813
MB-0621 1 4.06000 High NO 1 Positve NEUTRAL 4ER+ 70.04 33.5666667 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Lobular Carcinoma Negative Positive 2 30.00 2 10.461600 9.633849 11.362312 10.570787 12.073650 6.034892 5.650483 6.283824
MB-0623 0 3.02400 Low NO 1 Positve NEUTRAL 4ER+ 66.52 111.0666667 LIVING Normal NA Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 12.00 1 10.375861 9.240448 11.248541 9.671138 11.549445 5.869270 5.326754 6.047265
MB-0624 1 4.03200 High NO 1 Positve LOSS 3 64.28 64.0333333 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Negative 2 16.00 2 10.633334 10.159819 11.102898 9.715791 11.094093 5.658396 5.720014 6.501160
MB-0626 0 4.04000 High NO 1 Positve NEUTRAL 1 61.11 35.5333333 DECEASED LumB NA Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 20.00 2 10.853260 10.748996 11.291349 9.973537 12.149339 5.423526 5.975464 6.631338
MB-0627 0 5.04000 Moderate NO 1 Negative NEUTRAL 4ER- 54.10 0.7666667 LIVING claudin-low ER-/HER2- Living NO Breast Invasive Ductal Carcinoma Negative Negative 3 20.00 NA 9.717084 6.183134 10.639073 5.760735 9.902672 5.335094 5.923448 6.317709
MB-0628 0 3.02000 Moderate NO 1 Positve NEUTRAL 7 63.98 105.9666667 LIVING Normal ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 2 10.00 1 10.594463 10.750680 11.347367 10.786348 11.811241 5.471010 5.906092 6.028433
MB-0630 0 4.04000 High YES 1 Positve GAIN 1 38.35 86.8000000 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Positive Positive 3 20.00 1 12.209391 9.427245 10.946273 10.147122 11.301803 6.742242 5.688200 6.597120
MB-0631 1 4.05000 Moderate YES 1 Positve NEUTRAL 8 84.41 47.4333333 DECEASED LumA ER+/HER2- Low Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 2 25.00 2 10.296147 11.948708 11.200826 9.311871 12.421773 7.570261 5.717880 6.233918
MB-0632 0 3.04000 Moderate NO 1 Positve NEUTRAL 4ER+ 51.92 56.5000000 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 2 20.00 1 10.837414 7.811010 11.303048 10.159287 11.804215 5.441750 6.111856 5.793699
MB-0634 0 4.01000 Moderate NO 1 Positve NEUTRAL 4ER+ 55.99 17.7666667 LIVING claudin-low NA Living NO Breast Invasive Lobular Carcinoma Negative Negative 2 5.00 NA 9.140731 7.420227 8.548595 8.481465 9.263059 5.106209 5.479411 5.814660
MB-0635 NA 4.02800 Moderate NO 1 Positve NEUTRAL 4ER+ 76.50 88.0000000 LIVING claudin-low ER-/HER2- Living NO Breast Invasive Ductal Carcinoma Negative Negative 3 14.00 1 7.128136 6.394143 5.861782 5.984283 7.918063 5.294273 6.276258 5.601426
MB-0636 0 4.02400 High NO 1 Positve NEUTRAL 6 26.36 32.6333333 DECEASED LumA ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 12.00 1 9.490468 9.588608 10.718919 9.411429 10.956553 7.928097 5.680179 6.356356
MB-0637 0 4.06200 High NO 1 Positve NEUTRAL 10 75.71 80.6666667 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 31.00 2 9.116503 8.931737 10.863700 10.194283 11.013956 6.741262 5.505083 6.460805
MB-0638 1 4.06400 Low NO 1 Positve NEUTRAL 4ER+ 66.95 103.7666667 DECEASED Normal NA Died of Other Causes YES Breast Mixed Ductal and Lobular Carcinoma Negative Negative 2 32.00 2 9.447078 10.895783 10.921995 10.830578 12.028131 5.348279 5.796744 6.047431
MB-0639 0 4.03600 High YES 1 Negative NEUTRAL 10 50.39 75.4000000 LIVING Basal NA Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 18.00 1 9.955827 6.011663 9.411117 7.251745 9.744933 5.354095 6.760755 6.716065
MB-0640 0 3.02600 High NO 1 Positve NEUTRAL 7 66.09 61.3333333 LIVING Normal ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 13.00 1 10.073621 10.190460 11.394906 10.051544 11.756122 8.331983 6.144338 6.884164
MB-0641 1 4.02800 Moderate NO 1 Positve NEUTRAL 4ER+ 56.34 102.5666667 LIVING claudin-low ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 2 14.00 2 9.688701 9.555176 10.283518 9.174099 11.087037 5.682804 5.440469 6.283838
MB-0642 0 2.04000 High NO 1 Positve NEUTRAL 8 79.12 84.2000000 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 1 20.00 1 10.821623 12.101808 12.340642 10.753666 12.538451 7.491332 5.765683 6.845590
MB-0643 12 6.12000 High NO 1 Positve GAIN 5 73.46 19.7333333 DECEASED Her2 ER-/HER2- Died of Other Causes YES Breast Invasive Ductal Carcinoma Positive Negative 3 60.00 3 13.073812 5.842820 10.267118 7.756489 11.228032 5.323482 6.195070 5.733039
MB-0644 5 5.06000 High NO 1 Positve NEUTRAL 4ER+ 71.06 93.3000000 LIVING claudin-low ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 30.00 3 9.522210 9.322907 10.578195 8.941548 10.861204 6.643790 6.164321 6.516582
MB-0646 6 5.06600 High NO 1 Positve NEUTRAL 8 67.06 15.1666667 DECEASED LumB NA Died of Disease YES Breast Mixed Ductal and Lobular Carcinoma Negative Negative 2 33.00 2 10.082199 10.737528 11.316105 10.200653 12.063626 5.421833 6.351743 5.750837
MB-0649 4 4.01600 Moderate NO 1 Positve NEUTRAL 7 60.62 61.4333333 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 1 8.00 2 10.347378 9.616514 11.567614 9.804578 11.883662 7.435600 6.208879 5.793591
MB-0650 2 4.04200 High NO 1 Positve NEUTRAL 2 79.48 25.5333333 LIVING LumA ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 2 21.00 2 10.287720 11.281387 11.603840 10.703130 12.121937 5.486800 5.774496 5.800655
MB-0652 1 5.04200 Moderate NO 1 Positve GAIN 5 85.12 96.6333333 DECEASED Her2 NA Died of Disease NO Breast Invasive Ductal Carcinoma Positive Positive 3 21.00 2 12.320177 8.176593 11.063335 9.305925 12.128905 4.860645 5.290046 6.084888
MB-0653 2 5.05600 Moderate NO 1 Positve NEUTRAL 9 69.95 24.8000000 DECEASED Her2 ER+/HER2- High Prolif Died of Disease YES Breast Invasive Lobular Carcinoma Negative Negative 3 28.00 2 11.649241 6.666435 12.046189 10.292681 11.844992 5.338627 5.970290 6.743583
MB-0654 0 2.04800 Moderate NO 1 Positve NEUTRAL 8 82.50 69.4000000 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 1 24.00 2 10.577599 12.008800 12.194988 10.035576 13.161114 8.332462 5.657296 6.285651
MB-0655 0 1.12000 Moderate NO 1 Positve NEUTRAL 4ER+ 69.73 111.0666667 LIVING Normal ER+/HER2- Low Prolif Living NO Breast Negative Positive NA 60.00 1 10.205547 10.700440 11.741022 10.915216 12.789726 6.128212 5.664494 6.144155
MB-0656 0 4.20000 High YES 1 Negative GAIN 5 35.90 19.0333333 DECEASED claudin-low HER2+ Died of Disease YES Breast Invasive Ductal Carcinoma Positive Negative 3 100.00 3 13.127948 5.804695 8.322504 7.097757 9.023951 5.310316 6.177689 6.385361
MB-0657 0 3.20000 Moderate NO 1 Positve NEUTRAL 4ER+ 58.65 30.4333333 LIVING claudin-low ER+/HER2- Low Prolif Living YES Breast Invasive Lobular Carcinoma Negative Negative 2 100.00 2 9.823409 9.643486 10.400666 9.300785 11.619089 5.286414 5.759982 6.041039
MB-0658 2 5.05000 High YES 1 Negative LOSS 10 60.89 97.2666667 LIVING claudin-low ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 25.00 2 9.741265 5.922638 6.747213 7.982294 6.705758 5.488682 5.745228 6.869228
MB-0659 0 3.09000 Moderate NO 1 Negative NEUTRAL 4ER- 82.87 23.3333333 DECEASED Normal ER-/HER2- Died of Disease YES Breast Negative Negative 2 45.00 NA 11.295086 5.359227 5.532914 5.588133 7.098780 5.233657 6.058476 6.417371
MB-0660 22 6.32000 High YES 1 Positve GAIN 10 52.43 18.9333333 DECEASED Her2 ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 160.00 1 10.392012 6.806700 11.317307 9.137186 10.730205 5.534153 5.647157 6.319585
MB-0661 0 3.01600 High NO 1 Positve GAIN 7 78.78 20.0000000 DECEASED LumA ER+/HER2- Low Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 2 8.00 1 10.531853 12.018000 12.475242 11.252374 13.555138 7.641803 5.539917 6.260092
MB-0662 0 4.02800 High NO 1 Positve GAIN 5 50.94 69.8000000 DECEASED Normal HER2+ Died of Disease YES Breast Invasive Ductal Carcinoma Positive Positive 3 14.00 1 13.145657 8.251120 10.963754 10.039131 10.634511 5.991293 5.653007 6.643145
MB-0663 0 4.03200 High YES 1 Negative GAIN 5 57.76 55.3666667 LIVING Her2 HER2+ Living NO Breast Invasive Ductal Carcinoma Positive Negative 3 16.00 1 13.747123 5.983870 11.210480 7.444523 12.008812 5.296989 5.662211 5.514124
MB-0664 10 6.16800 High YES 1 Negative NEUTRAL 10 78.27 11.0666667 DECEASED Basal ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 84.00 3 9.486904 6.053593 7.052938 6.722765 7.754476 5.080793 6.662052 5.968605
MB-0666 9 6.05000 High YES 1 Positve NEUTRAL 9 61.31 24.3333333 DECEASED LumA ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 25.00 2 10.417672 10.487368 11.271216 9.504850 11.532359 6.624285 5.934232 5.664344
MB-0667 NA 6.06800 High NO 1 Positve GAIN 1 76.24 128.0000000 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Positive Positive 3 34.00 2 12.766211 11.526544 11.723727 9.598449 11.657767 6.244269 5.835470 6.868838
MB-0869 0 4.05800 High YES 1 Negative NEUTRAL 10 58.83 112.4000000 DECEASED Basal ER-/HER2- Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 3 29.00 2 9.333557 5.350522 6.394515 7.334240 7.001314 5.536524 6.454242 5.646365
MB-0872 1 4.02800 NA NO 1 Positve NEUTRAL 7 82.34 152.0666667 DECEASED Normal ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 2 14.00 2 11.071034 10.717028 11.609319 9.174528 12.155145 5.878354 5.881353 6.136667
MB-0874 0 4.07800 High YES 1 Negative NEUTRAL 10 59.22 16.6000000 DECEASED Basal ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 39.00 2 10.415595 5.751784 5.317130 7.146515 7.090073 5.344379 5.882890 7.274654
MB-0877 4 6.07000 High NO 1 Positve NEUTRAL 6 79.41 14.4333333 DECEASED LumB ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 3 35.00 2 9.814525 10.996382 11.637646 9.911860 12.024627 8.050943 6.512643 6.972359
MB-0880 0 2.06000 Moderate NO 1 Positve NEUTRAL 7 73.64 1.2333333 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 1 30.00 2 10.859011 10.529531 12.200512 10.503453 12.800465 8.450347 6.148925 6.474001
MB-0882 0 4.09400 Moderate NO 1 Positve NEUTRAL 7 73.39 42.3666667 DECEASED LumB ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 3 47.00 2 9.380418 11.397709 11.514192 10.060560 12.707877 6.360673 5.730861 5.712089
MB-0884 15 6.04600 Moderate YES 1 Positve NEUTRAL 9 56.47 93.6666667 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 23.00 2 10.572675 10.756227 12.197257 10.188971 12.437656 5.821140 6.426741 5.502880
MB-0891 2 3.07400 Moderate NO 1 Positve NEUTRAL 3 83.68 149.4000000 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Negative 1 37.00 2 10.669321 10.861006 11.155687 9.915707 12.146532 5.637671 5.931246 6.364595
MB-0893 3 5.05600 Moderate YES 1 Positve NEUTRAL 4ER+ 57.41 175.6333333 LIVING claudin-low ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 28.00 2 7.224076 5.898674 6.048453 6.053632 7.355760 5.310271 6.209534 6.058707
MB-0895 1 5.03800 High NO 1 Positve GAIN 5 79.61 43.1000000 DECEASED LumB HER2+ Died of Other Causes YES Breast Invasive Ductal Carcinoma Positive Positive 3 19.00 2 13.279583 10.795121 11.615925 8.949646 10.906647 5.967062 6.433867 7.014539
MB-0899 3 4.05000 Moderate YES 1 Positve NEUTRAL 8 50.62 175.8000000 LIVING LumA ER+/HER2- High Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 2 25.00 2 10.761024 9.639464 11.489945 9.646696 12.275300 7.037270 5.779865 6.428259
MB-0901 3 5.06600 High YES 1 Negative NEUTRAL 10 68.19 136.1666667 LIVING Basal NA Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 33.00 2 8.657165 6.085429 5.705477 5.337310 5.885003 5.182612 5.810110 5.789087
MB-0904 1 4.04400 Moderate NO 1 Positve NEUTRAL 3 83.01 144.7000000 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 2 22.00 2 10.553313 10.927686 11.958177 10.273681 11.791140 6.324880 5.692025 6.449904
MB-0906 0 4.05600 High NO 1 Negative NEUTRAL 4ER- 70.60 63.8666667 DECEASED claudin-low ER-/HER2- Died of Other Causes YES Breast Mixed Ductal and Lobular Carcinoma Negative Negative 3 28.00 2 10.045613 6.118519 9.988827 6.644827 10.005449 5.324668 5.397236 6.399765
MB-2513 0 3.04000 High NO 2 Negative GAIN 5 57.96 59.7000000 DECEASED LumA HER2+ Died of Disease YES Breast Invasive Ductal Carcinoma Positive Negative 2 20.00 1 13.962320 6.269373 11.456832 8.153143 12.532395 5.837241 5.889427 5.754332
MB-2517 0 4.03000 Moderate NO 2 Negative GAIN 5 60.29 268.4333333 DECEASED Her2 HER2+ Died of Other Causes NO Breast Invasive Ductal Carcinoma Positive Negative 3 15.00 1 14.458082 6.793586 11.054558 8.393807 11.402550 5.102627 6.134415 5.817221
MB-2536 0 2.03000 Moderate NO 2 Positve GAIN 3 54.11 47.9000000 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Mixed Ductal and Lobular Carcinoma Negative Negative 1 15.00 1 10.364427 11.276085 11.510464 9.275879 11.119956 5.453788 6.455744 6.007089
MB-2556 1 4.04000 Moderate NO 2 Positve NEUTRAL 4ER+ 62.59 220.9000000 DECEASED claudin-low ER-/HER2- Died of Other Causes NO Breast Invasive Lobular Carcinoma Negative Negative 2 20.00 2 9.780145 6.328415 5.656982 8.710298 7.847413 5.216075 6.364107 5.959109
MB-2564 0 2.02000 High NO 2 Positve NEUTRAL 8 52.98 285.4333333 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 1 10.00 1 10.180106 9.526317 12.012290 10.499455 12.279686 6.088928 6.152219 5.928113
MB-2610 1 3.05000 Low NO 2 Positve NEUTRAL 8 58.99 280.7000000 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive 1 25.00 2 10.645259 10.963821 11.788788 10.649510 12.261982 6.739941 6.155083 5.808688
MB-2613 0 4.04000 High NO 2 Positve NEUTRAL 1 59.63 163.4000000 LIVING LumB ER+/HER2- High Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 3 20.00 1 10.794765 11.479837 11.190901 8.587903 11.949191 6.054613 6.256598 5.793861
MB-2614 10 4.03000 High YES 2 Negative NEUTRAL 7 43.72 64.9333333 DECEASED LumA ER+/HER2- Low Prolif Died of Disease NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive 1 15.00 3 10.160337 9.478139 11.221685 9.594365 11.873243 6.855969 6.395730 6.002910
MB-2616 0 3.03600 Moderate NO 2 Positve NEUTRAL 4ER+ 65.07 219.1666667 DECEASED claudin-low ER+/HER2- Low Prolif Died of Disease YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 18.00 1 9.628889 9.125525 10.501023 9.028240 10.254533 6.767356 5.970896 5.963625
MB-2617 0 4.03600 High NO 2 Positve NEUTRAL 4ER+ 63.30 89.1000000 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 18.00 1 9.482036 11.164934 11.881587 9.848511 11.310462 5.598183 6.079122 5.480458
MB-2618 0 3.03200 High NO 2 Positve GAIN 1 66.22 89.1000000 DECEASED LumB NA Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 2 16.00 1 10.185776 11.500270 11.087062 9.083184 11.561503 7.499229 6.641831 6.200775
MB-2624 2 3.02800 Moderate NO 2 Positve NEUTRAL 3 53.53 128.5333333 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 1 14.00 2 10.294128 9.985766 11.082758 9.554339 10.909739 7.413597 6.113573 6.001824
MB-2626 0 4.03200 High NO 2 Positve GAIN 5 62.54 193.7000000 LIVING LumB HER2+ Living YES Breast Invasive Ductal Carcinoma Positive Positive 3 16.00 1 13.366517 9.844761 10.763522 8.599585 10.970889 6.576540 6.317191 6.168705
MB-2629 1 5.03000 Moderate NO 2 Positve NEUTRAL 3 61.22 279.1000000 LIVING LumB NA Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 15.00 2 10.566644 12.316901 12.310471 11.126780 12.520313 5.678310 6.111441 5.823142
MB-2632 3 5.03000 High YES 2 Negative GAIN 5 36.52 19.1000000 DECEASED Her2 HER2+ Died of Disease YES Breast Invasive Ductal Carcinoma Positive Negative 3 15.00 2 14.301041 5.455301 11.052433 6.280615 10.346255 5.296008 5.897365 6.039386
MB-2634 0 4.02000 High NO 2 Positve GAIN 2 70.69 274.0333333 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 10.00 1 10.996899 12.148500 11.392930 9.697788 11.649100 7.272470 6.311852 5.590754
MB-2642 3 5.07000 Moderate YES 2 Negative LOSS 1 30.67 45.1666667 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 35.00 2 9.740329 9.709825 11.380934 10.300517 10.825595 6.010423 6.250315 6.268719
MB-2645 6 6.05400 Moderate NO 2 Positve NEUTRAL 4ER+ 69.45 44.7666667 DECEASED Basal NA Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 27.00 3 9.695854 9.550857 10.855261 8.976702 9.382589 5.243531 5.669340 6.878124
MB-2669 0 3.04800 Moderate NO 2 Positve NEUTRAL 6 62.56 73.7000000 DECEASED LumA ER+/HER2- Low Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 2 24.00 1 10.785828 9.553401 11.068304 10.485531 11.857401 5.259849 5.949853 6.140404
MB-2686 1 5.03400 High NO 2 Positve NEUTRAL 1 68.76 177.2666667 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 17.00 2 8.540276 9.851448 11.279895 9.328329 11.262622 5.474770 6.077101 6.259221
MB-2705 0 3.03000 High NO 2 Positve NEUTRAL 3 61.78 163.7333333 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 2 15.00 1 10.607941 11.184635 12.247890 11.089426 13.293394 5.526995 5.720382 5.667492
MB-2708 0 3.03000 Moderate NO 2 Positve NEUTRAL 7 66.36 133.2333333 DECEASED LumB ER+/HER2- High Prolif Died of Disease NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 15.00 1 9.672430 9.753090 11.140477 9.373077 10.957265 6.592594 5.825628 6.002980
MB-2711 0 3.03000 Moderate NO 2 Positve NEUTRAL 7 48.07 201.4666667 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 2 15.00 1 10.909127 10.029692 11.560574 10.739887 12.514969 6.965467 5.606036 6.399174
MB-2712 1 3.02200 NA NO 2 Positve NEUTRAL 7 54.59 234.4333333 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 1 11.00 2 10.742195 9.499428 11.541609 10.348152 12.410885 7.093970 5.941373 6.357845
MB-2718 1 4.04000 High YES 2 Negative NEUTRAL 10 47.94 278.2666667 LIVING Basal NA Living NO Breast Mixed Ductal and Lobular Carcinoma Negative Negative 2 20.00 2 9.623977 5.829997 6.451032 6.693590 8.849070 5.222620 6.232778 5.609731
MB-2721 0 2.01800 High NO 2 Negative LOSS 7 44.82 251.6333333 LIVING LumA NA Living YES Breast Invasive Ductal Carcinoma Negative Positive 1 9.00 1 10.157789 9.980335 11.696697 11.625850 12.122086 7.639329 6.522305 6.279240
MB-2724 0 4.01600 NA NO 2 Negative NEUTRAL 4ER- 60.59 108.0666667 DECEASED claudin-low NA Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 3 8.00 1 6.847078 6.144152 5.324472 6.681574 5.861956 5.203274 6.053629 6.235778
MB-2725 3 3.03000 Moderate NO 2 Positve NEUTRAL 4ER+ 44.88 236.9333333 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 1 15.00 2 10.271863 10.558907 11.354380 11.053214 12.421859 8.511249 5.801468 6.155572
MB-2728 11 6.08000 High YES 2 Negative NEUTRAL 9 28.62 51.4000000 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 40.00 3 10.419031 9.965692 10.998199 9.542003 11.378108 6.024847 6.192266 5.746421
MB-2730 4 6.07000 High NO 2 Positve NEUTRAL 1 61.99 133.7333333 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 35.00 3 10.157016 12.432200 11.096446 9.201451 11.426137 5.485860 6.162356 6.034564
MB-2735 1 5.02400 High YES 2 Negative GAIN 6 49.94 274.5000000 LIVING LumB HER2+ Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 12.00 2 11.151779 8.876744 11.096164 9.996433 12.191735 5.514281 5.979911 6.443940
MB-2742 3 5.03000 High YES 2 Negative GAIN 5 48.25 24.9000000 DECEASED Her2 HER2+ Died of Disease YES Breast Invasive Ductal Carcinoma Positive Negative 3 15.00 2 14.152256 5.850966 10.350798 6.990175 9.321770 5.300884 5.836109 6.523921
MB-2744 0 3.06000 NA NO 2 Positve NEUTRAL 4ER+ 45.57 275.6333333 LIVING Normal ER+/HER2- Low Prolif Living YES Breast Invasive Lobular Carcinoma Negative Positive 2 30.00 1 11.092678 9.120526 10.912434 9.093153 11.900231 6.805638 5.997391 6.695461
MB-2745 1 4.06000 High NO 2 Positve NEUTRAL 8 46.85 168.9666667 DECEASED LumA ER+/HER2- High Prolif Died of Disease YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 30.00 2 11.415586 11.256838 11.697703 10.812173 13.223701 7.520628 5.683289 6.152976
MB-2747 0 2.03800 High NO 2 Positve NEUTRAL 8 68.23 234.3333333 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 1 19.00 1 10.890401 11.635953 11.760031 10.540937 11.999862 6.462969 5.698721 6.159319
MB-2749 0 2.02600 Moderate NO 2 Positve NEUTRAL 3 60.13 97.7666667 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 1 13.00 1 10.234694 11.396396 10.891742 10.123202 12.323590 6.122965 5.861826 6.143908
MB-2750 0 2.06000 Moderate NO 2 Positve GAIN 8 47.48 145.4333333 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Mixed Ductal and Lobular Carcinoma Negative Negative 1 30.00 1 11.446011 9.876766 11.643629 10.737896 13.006865 5.383500 5.848244 6.040463
MB-2752 0 3.07000 Moderate NO 2 Positve NEUTRAL 7 51.36 81.9333333 DECEASED LumA ER+/HER2- Low Prolif Died of Disease NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 35.00 1 9.994029 10.220441 11.414658 10.318517 11.572862 7.477189 5.845594 6.334363
MB-2753 1 5.07400 High YES 2 Negative GAIN 10 30.95 274.4000000 LIVING Basal ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 37.00 2 10.659842 5.674650 6.183163 7.047913 6.973971 5.263256 5.668442 5.525984
MB-2754 0 3.07000 Moderate NO 2 Negative NEUTRAL 3 66.11 203.5333333 DECEASED Normal ER+/HER2- Low Prolif Died of Disease NO Breast Invasive Lobular Carcinoma Negative Negative 2 35.00 1 11.028405 6.407398 10.869102 7.700201 11.870476 5.332991 6.032274 6.030314
MB-2758 4 6.09000 Low YES 2 Negative GAIN 4ER- 38.16 35.0000000 DECEASED claudin-low HER2+ Died of Disease NO Breast Invasive Ductal Carcinoma Positive Negative 3 45.00 3 12.609072 5.885260 10.320928 6.493406 10.538221 5.421949 6.289808 5.984272
MB-2760 2 4.03000 Moderate NO 2 Positve NEUTRAL 7 63.10 118.0333333 DECEASED LumB ER+/HER2- Low Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 2 15.00 2 9.870952 11.668843 11.707149 10.459346 12.445119 7.475359 5.825001 6.343001
MB-2763 0 3.05200 Moderate NO 2 Positve NEUTRAL 4ER+ 70.32 275.6000000 LIVING LumB ER+/HER2- High Prolif Living NO Breast Invasive Mixed Mucinous Carcinoma Negative Positive 2 26.00 1 10.159786 12.043914 12.088326 10.442658 12.968225 7.366031 6.100235 6.286115
MB-2764 1 4.03000 Low NO 2 Positve NEUTRAL 4ER+ 57.48 270.1333333 DECEASED claudin-low ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 2 15.00 2 9.321338 9.427032 9.594416 8.442969 10.425344 5.666203 5.786020 6.083325
MB-2765 0 4.03400 Moderate NO 2 Positve GAIN 3 65.79 227.8666667 DECEASED claudin-low ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 3 17.00 1 9.738109 11.713659 10.679595 9.971955 10.485727 7.637535 6.464918 6.092662
MB-2767 1 5.04200 High NO 2 Positve NEUTRAL 2 53.11 271.3333333 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 21.00 2 10.116068 9.006758 11.124312 10.386778 11.462951 6.327730 6.198070 6.466397
MB-2769 0 3.03000 High NO 2 Positve NEUTRAL 7 59.90 160.0000000 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Lobular Carcinoma Negative Positive 2 15.00 1 10.245799 11.869407 11.822881 10.898171 12.251460 6.485223 6.569770 5.947426
MB-2770 5 5.09000 NA NO 2 Positve NEUTRAL 8 60.32 274.3666667 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Lobular Carcinoma Negative Positive 2 45.00 3 9.681700 10.791323 11.793741 9.667411 13.320102 8.642451 5.984174 5.902343
MB-2771 0 4.03200 Low NO 2 Positve LOSS 10 56.79 44.8333333 DECEASED Basal NA Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 16.00 1 9.669582 5.541664 5.221176 5.635907 6.211148 5.220821 6.627839 5.554639
MB-2772 0 4.03400 Moderate NO 2 Positve LOSS 6 54.40 150.7333333 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 3 17.00 1 9.740614 9.830759 10.506277 9.202563 10.831642 6.212217 6.259858 5.938331
MB-2774 7 5.07000 Moderate NO 2 Positve LOSS 7 66.06 131.6666667 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 2 35.00 3 10.493137 11.213939 11.396267 9.542781 12.295696 7.141051 5.974626 6.040962
MB-2778 1 4.03400 Low NO 2 Positve NEUTRAL 3 62.76 181.2333333 DECEASED NC ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 2 17.00 2 9.911013 10.455102 11.217792 9.099248 11.279664 8.451650 5.773707 6.191288
MB-2779 0 3.04000 High NO 2 Positve NEUTRAL 10 36.80 275.2333333 LIVING LumA ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 20.00 1 11.132137 10.427124 11.826475 9.892996 12.005763 6.360678 6.226168 6.125083
MB-2781 1 4.06000 Moderate NO 2 Positve GAIN 1 64.32 40.4333333 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 2 30.00 2 11.190516 10.128420 11.044793 10.046614 11.680551 6.600382 5.730904 5.920650
MB-2786 3 5.05600 High NO 2 Positve GAIN 5 62.36 68.2666667 DECEASED LumA HER2+ Died of Disease YES Breast Invasive Ductal Carcinoma Positive Negative 3 28.00 2 13.755950 11.131009 11.596382 9.240558 11.071585 5.858881 5.854505 6.075023
MB-2790 0 3.05000 Moderate NO 2 Positve NEUTRAL 8 47.03 116.9333333 LIVING LumA ER+/HER2- High Prolif Living NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 25.00 1 9.962321 9.977858 11.385675 10.339175 11.952798 7.764532 6.088311 6.382588
MB-2791 0 3.03400 High NO 2 Positve NEUTRAL 3 40.79 271.9333333 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 17.00 1 11.102302 9.991665 11.279864 10.572968 12.344562 7.067201 5.803212 6.547096
MB-2792 1 4.07000 Low NO 2 Positve GAIN 9 50.38 110.7666667 DECEASED Her2 ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 2 35.00 2 10.479650 8.972445 10.613951 9.536460 11.198339 5.861366 6.092679 5.801406
MB-2793 0 3.05000 High NO 2 Positve NEUTRAL 8 67.62 267.2333333 LIVING LumB ER+/HER2- High Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 2 25.00 1 11.023443 11.509839 11.383976 10.447581 12.902250 7.367553 5.979594 5.955139
MB-2795 0 3.02400 Moderate NO 2 Positve NEUTRAL 1 42.07 272.1000000 LIVING claudin-low ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 2 12.00 1 9.364821 9.378762 10.648118 9.888742 12.236285 5.792415 5.928889 5.842805
MB-2796 1 5.04000 Moderate NO 2 Positve NEUTRAL 2 57.94 87.7000000 DECEASED claudin-low ER+/HER2- High Prolif Died of Disease YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 3 20.00 2 9.528706 10.501474 11.185773 10.334039 10.976570 8.409513 6.271191 6.335942
MB-2797 0 2.03000 Moderate NO 2 Positve NEUTRAL 6 50.07 252.9666667 LIVING LumA ER+/HER2- High Prolif Living NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive 1 15.00 1 11.204231 10.811746 12.020513 11.505873 12.218813 6.357396 5.836811 5.963772
MB-2801 1 4.02600 Moderate NO 2 Positve NEUTRAL 2 70.35 271.2666667 LIVING LumA ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 13.00 2 9.678202 11.920100 11.515761 9.713408 12.074119 6.578554 6.434284 5.617099
MB-2803 0 3.03600 High NO 2 Positve NEUTRAL 8 63.01 85.8666667 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 2 18.00 1 10.056285 11.432081 12.092299 10.710251 12.519051 5.632305 6.031422 6.073279
MB-2814 0 3.02600 Moderate NO 2 Positve GAIN 3 65.25 231.0333333 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 2 13.00 1 10.663539 11.870117 11.745923 9.838110 12.266360 6.808378 5.683916 6.008754
MB-2815 0 2.04400 Low NO 2 Positve NEUTRAL 3 64.25 257.5666667 LIVING Normal ER+/HER2- Low Prolif Living YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 1 22.00 1 11.295947 10.308603 11.304374 10.058865 12.255086 7.807005 5.651714 6.174875
MB-2819 0 2.03800 High NO 2 Positve NEUTRAL 7 61.95 270.5666667 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive 1 19.00 1 10.317145 11.319075 11.932681 10.861545 11.760013 7.235236 6.114114 5.981013
MB-2820 0 4.03600 Moderate NO 2 Positve NEUTRAL 3 40.06 254.6333333 LIVING LumA NA Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 18.00 1 10.806267 10.005555 11.910856 11.296059 11.525285 6.026636 6.209066 5.858537
MB-2821 0 1.03200 Moderate NO 2 Negative NEUTRAL 4ER- 57.39 136.0666667 DECEASED claudin-low NA Died of Other Causes YES Metaplastic Breast Cancer Negative Positive NA 16.00 1 8.441771 5.986887 7.052173 6.484792 7.188359 5.861396 6.789448 6.281648
MB-2823 0 4.02200 NA NO 2 Positve GAIN 4ER+ 35.97 269.9000000 LIVING claudin-low ER+/HER2- Low Prolif Living YES Breast Mixed Ductal and Lobular Carcinoma Positive Positive 3 11.00 1 14.075182 8.875594 11.690843 9.188538 11.369297 6.174872 6.488136 5.551153
MB-2827 1 5.02200 Moderate YES 2 Negative NEUTRAL 10 36.50 235.6666667 LIVING Basal ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 11.00 2 9.614624 5.768638 5.687839 6.434397 7.964350 5.704387 5.965885 5.770084
MB-2833 2 5.04600 High YES 2 Negative NEUTRAL 10 42.90 259.7666667 LIVING claudin-low NA Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 23.00 2 8.715753 5.977227 9.063924 6.145553 10.249783 5.396224 6.150715 5.950529
MB-2834 1 4.01800 High NO 2 Positve NEUTRAL 3 56.85 153.8333333 DECEASED Her2 ER-/HER2- Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 2 9.00 1 10.164008 6.068488 10.638872 6.434537 10.190355 5.457645 6.675762 6.240458
MB-2835 0 4.04000 Moderate NO 2 Positve NEUTRAL 3 59.84 55.0333333 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 3 20.00 1 10.101952 11.052721 12.143370 10.105344 12.121890 6.762793 6.049816 6.032285
MB-2838 0 3.05400 High NO 2 Positve LOSS 8 67.12 270.3000000 LIVING LumA ER+/HER2- High Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 2 27.00 1 9.957630 9.982348 11.099513 8.956722 12.185959 8.432552 6.175174 5.979778
MB-2840 0 3.02800 Moderate NO 2 Positve NEUTRAL 3 60.48 269.0000000 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Lobular Carcinoma Negative Negative 2 14.00 1 10.268687 10.937883 11.715061 10.192418 12.825744 5.486555 5.672900 5.438543
MB-2842 1 5.05400 High YES 2 Negative NEUTRAL 9 58.48 19.7333333 DECEASED Basal ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 27.00 2 9.409639 5.804005 7.837089 6.271459 6.980040 5.274836 5.911281 6.176320
MB-2843 0 3.02600 Moderate NO 2 Positve NEUTRAL 2 61.08 231.5333333 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 2 13.00 1 10.161187 10.770267 11.034599 9.005616 11.219072 5.599244 5.940100 5.602750
MB-2844 0 4.03800 High NO 2 Positve GAIN 9 60.76 146.7333333 LIVING LumB HER2+ Living NO Breast Invasive Ductal Carcinoma Negative Negative 3 19.00 1 12.062204 10.362146 11.070397 9.480775 10.292487 5.285127 5.710924 6.034027
MB-2845 0 3.02800 Moderate NO 2 Positve NEUTRAL 4ER+ 55.80 264.7666667 LIVING claudin-low ER+/HER2- Low Prolif Living NO Breast Invasive Lobular Carcinoma Negative Negative 2 14.00 1 9.531656 9.975959 10.136124 9.135681 11.039190 5.230718 5.740429 5.470786
MB-2846 0 3.01000 NA NO 2 Negative NEUTRAL 4ER- 58.85 149.7000000 DECEASED Basal ER-/HER2- Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 2 5.00 1 10.083801 8.586388 11.206712 7.969464 11.583768 5.303639 6.382274 5.715928
MB-2847 18 6.07000 High NO 2 Positve GAIN 5 65.04 39.5333333 DECEASED Her2 HER2+ Died of Disease YES Breast Invasive Ductal Carcinoma Positive Negative 3 35.00 3 14.435110 6.013732 12.007675 9.152677 12.000231 5.285940 5.755354 5.336883
MB-2848 1 4.03000 Moderate NO 2 Positve NEUTRAL 3 60.11 227.7333333 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 2 15.00 2 10.860509 9.398725 10.770457 9.032995 11.777357 7.322833 5.510482 5.760069
MB-2849 0 4.05200 Moderate NO 2 Negative NEUTRAL 9 60.65 43.2000000 DECEASED Basal ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 26.00 1 9.676233 6.233277 9.832457 6.582312 11.375105 5.298820 5.691090 5.358203
MB-2850 11 6.06200 Moderate YES 2 Negative NEUTRAL 10 31.48 9.4333333 DECEASED claudin-low NA Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 31.00 3 8.638350 5.882024 6.159717 7.285508 7.561943 5.620460 6.296733 6.033226
MB-2851 0 4.03200 High NO 2 Positve NEUTRAL 4ER+ 58.69 159.0000000 DECEASED LumA ER+/HER2- Low Prolif Died of Disease YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 3 16.00 1 10.119837 9.248534 10.516823 8.633092 11.655177 6.568906 5.986763 5.527927
MB-2853 0 3.04600 Moderate NO 2 Positve NEUTRAL 6 36.25 269.6333333 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Mixed Mucinous Carcinoma Negative Negative 2 23.00 1 9.981831 9.979295 11.904062 11.189222 11.297040 5.554058 6.055084 5.297509
MB-2854 0 3.04400 High NO 2 Positve NEUTRAL 7 61.53 270.4333333 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Lobular Carcinoma Negative Negative 2 22.00 1 11.100894 11.766161 11.615623 10.911867 12.747760 5.542835 6.109958 6.045673
MB-2857 1 5.04400 Moderate YES 2 Negative NEUTRAL 10 45.30 250.6666667 LIVING claudin-low ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 22.00 2 8.870889 6.149831 7.135286 6.859339 6.646718 5.600583 6.262994 5.444539
MB-2858 0 4.05200 Moderate NO 2 Positve NEUTRAL 1 63.94 141.5666667 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive 3 26.00 1 10.843043 10.346082 11.524178 8.763156 11.482565 6.681847 6.283444 5.743563
MB-2863 1 3.04000 Moderate NO 2 Positve NEUTRAL 4ER+ 59.58 258.3333333 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Mixed Mucinous Carcinoma Negative Negative 1 20.00 2 10.666460 11.161380 12.392320 12.512435 12.332038 5.211828 5.645662 6.000966
MB-2867 2 3.04000 High NO 2 Positve NEUTRAL 4ER+ 47.10 269.3333333 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 1 20.00 2 9.996432 9.732761 11.055962 9.934813 11.593645 7.708521 6.178561 5.878752
MB-2895 0 4.03000 Low NO 2 Negative GAIN 5 66.84 196.5666667 DECEASED claudin-low HER2+ Died of Disease NO Breast Invasive Ductal Carcinoma Positive Negative 3 15.00 1 13.306688 6.391519 10.275785 6.226907 10.565246 5.349757 6.130663 5.824860
MB-2896 0 3.02600 Moderate NO 2 Positve NEUTRAL 4ER+ 68.18 237.3666667 DECEASED claudin-low ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Negative 2 13.00 1 9.808011 10.036510 10.830738 10.219628 10.667890 5.431952 5.692433 5.742080
MB-2900 9 5.05000 Low NO 2 Positve NEUTRAL 4ER+ 59.29 20.6666667 DECEASED Normal ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Lobular Carcinoma Negative Positive 2 25.00 3 9.900659 9.861778 10.597988 9.192021 11.118994 5.799822 6.200977 5.930265
MB-2901 0 3.05000 High NO 2 Positve NEUTRAL 8 49.83 218.3000000 DECEASED LumB NA Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 2 25.00 1 10.179632 11.108987 12.184201 11.832499 12.612878 7.109052 6.396150 5.778400
MB-2904 1 5.05000 High YES 2 Negative NEUTRAL 10 34.83 125.6000000 DECEASED claudin-low NA Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 25.00 2 10.505916 6.392101 7.067005 6.918365 7.747789 5.296099 5.554043 5.345373
MB-2912 5 6.04000 High YES 2 Negative NEUTRAL 10 59.60 267.4000000 LIVING Basal ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 20.00 3 9.437091 5.592696 6.720308 7.088178 8.126688 5.069113 6.260204 5.225320
MB-2916 0 2.03200 High NO 2 Positve NEUTRAL 3 48.93 266.9333333 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 1 16.00 1 9.952547 8.747533 10.933228 9.889539 11.386319 8.237363 5.916756 6.358426
MB-2917 2 5.06000 High YES 2 Negative NEUTRAL 10 33.90 31.9333333 DECEASED Basal ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 30.00 2 9.224780 5.766161 8.217275 8.268548 8.896374 5.230081 6.454415 5.932147
MB-2919 0 2.04000 Low NO 2 Positve NEUTRAL 8 59.13 240.0333333 DECEASED LumB ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Mixed Mucinous Carcinoma Negative Positive 1 20.00 1 10.190837 11.345037 11.730094 10.321265 12.076561 5.769129 5.849376 6.117592
MB-2922 8 6.05000 High YES 2 Negative GAIN 1 45.74 14.4000000 DECEASED Her2 ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 25.00 3 11.920093 6.644460 11.267953 8.166482 10.726389 5.270331 6.317804 5.439306
MB-2923 5 6.07400 NA YES 2 Negative GAIN 5 37.01 14.1000000 DECEASED Her2 HER2+ Died of Disease YES Breast Invasive Ductal Carcinoma Positive Negative 3 37.00 3 14.288497 5.512748 11.762989 8.861622 11.753976 5.166709 6.528297 6.402552
MB-2927 0 2.02600 NA NO 2 Positve LOSS 1 58.14 263.7000000 DECEASED LumA ER+/HER2- High Prolif Died of Disease NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive 1 13.00 1 9.360756 10.778172 12.021014 9.009250 12.046085 8.030130 6.315133 6.002913
MB-2929 1 4.04000 NA YES 2 Negative NEUTRAL 4ER- 53.31 262.8666667 DECEASED Her2 ER-/HER2- Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 2 20.00 2 10.304875 5.876797 10.857325 6.955843 11.892938 5.307796 5.891060 5.869891
MB-2931 0 3.03400 NA NO 2 Positve NEUTRAL 8 46.90 228.1000000 DECEASED LumB ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 2 17.00 1 11.094817 8.853914 11.129956 10.970479 11.712069 7.704867 5.950354 5.591741
MB-2932 0 4.03600 NA NO 2 Positve NEUTRAL 2 63.10 108.4333333 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 18.00 1 10.615832 12.323125 11.926108 10.345242 12.275145 6.189727 6.415542 5.607418
MB-2933 0 2.03000 High NO 2 Positve NEUTRAL 3 44.08 161.9333333 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 1 15.00 1 10.550183 10.448828 11.810621 10.453171 11.411707 6.980617 5.617770 6.021136
MB-2939 1 5.03400 NA NO 2 Positve GAIN 5 70.19 101.2666667 DECEASED LumB NA Died of Other Causes NO Breast Invasive Ductal Carcinoma Positive Positive 3 17.00 2 13.135735 11.122086 11.254568 9.734830 11.579125 6.290425 6.008762 5.710903
MB-2944 0 4.05400 NA NO 2 Negative NEUTRAL 8 66.97 27.2000000 DECEASED LumA ER+/HER2- Low Prolif Died of Disease NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive 3 27.00 1 10.185055 11.074934 11.756590 9.765498 12.066083 6.152615 5.925516 6.052463
MB-2947 0 3.03000 Moderate NO 2 Positve NEUTRAL 4ER+ 36.47 112.0000000 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 2 15.00 1 9.208242 10.803631 10.918186 9.913700 12.914534 8.820058 6.095439 5.658251
MB-2951 0 3.03000 High NO 2 Positve NEUTRAL 1 39.07 263.3666667 LIVING LumA ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 15.00 1 10.074122 9.560834 10.881502 8.765733 11.354822 6.743274 6.098517 5.428686
MB-2952 0 2.02400 High NO 2 Positve NEUTRAL 8 52.67 189.1000000 DECEASED LumA NA Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 1 12.00 1 10.960082 12.391769 11.836601 11.548428 12.540846 5.882226 6.068367 6.239495
MB-2953 0 3.03600 High NO 2 Positve NEUTRAL 10 43.08 30.1333333 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 2 18.00 1 9.122438 8.577475 11.346500 9.411800 11.029748 6.418180 6.388467 5.476726
MB-2954 3 4.06000 Moderate NO 2 Positve NEUTRAL 8 69.79 5.5000000 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 2 30.00 2 9.664124 11.343932 12.044866 10.170772 12.791215 6.208215 5.795281 6.480981
MB-2957 2 5.06000 High YES 2 Negative NEUTRAL 10 31.02 262.1333333 LIVING claudin-low ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 30.00 2 9.220720 5.828687 5.753342 6.255224 7.630341 5.402554 6.672650 5.937244
MB-2960 0 4.05000 Moderate NO 2 Positve NEUTRAL 6 69.67 222.2000000 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Negative 3 25.00 1 9.908708 11.854162 11.623206 11.018863 12.060157 5.438060 6.141748 6.086288
MB-2963 4 5.02000 Moderate NO 2 Positve NEUTRAL 4ER+ 53.99 227.8333333 DECEASED claudin-low ER-/HER2- Died of Disease YES Breast Mixed Ductal and Lobular Carcinoma Negative Negative 2 10.00 3 10.033411 6.730964 9.834469 8.573934 9.372705 5.539639 6.028033 6.136658
MB-2964 7 6.06000 Moderate NO 2 Positve GAIN 5 69.48 9.6000000 DECEASED Her2 HER2+ Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 30.00 3 12.447533 8.126935 11.421540 10.360088 11.177957 5.347370 5.714102 5.841015
MB-2966 2 5.03600 Moderate NO 2 Positve NEUTRAL 8 50.30 265.0000000 LIVING LumA ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 18.00 2 9.746480 10.432002 11.118513 10.310396 11.994858 7.830679 6.012661 5.577357
MB-2969 0 3.02600 High NO 2 Positve LOSS 3 66.86 172.9000000 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 2 13.00 1 10.088930 9.710858 11.264404 9.665315 11.295582 7.038725 6.257352 5.581440
MB-2970 2 4.05000 High NO 2 Positve NEUTRAL 4ER+ 46.49 252.8666667 DECEASED LumA ER+/HER2- Low Prolif Died of Disease NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 25.00 2 9.416912 9.357349 11.291398 10.067145 11.464947 7.537330 5.930648 5.395624
MB-2971 2 4.03000 Moderate NO 2 Positve NEUTRAL 3 69.60 264.2333333 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 15.00 2 10.241063 10.900822 11.555516 9.657757 12.022038 6.755611 5.929900 5.944692
MB-2977 0 2.03000 High NO 2 Positve NEUTRAL 7 40.02 110.6000000 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 1 15.00 1 10.084217 9.011832 10.908658 9.456444 11.650775 7.736477 5.981330 5.889633
MB-2983 1 4.03000 Moderate NO 2 Positve GAIN 5 56.26 180.8333333 DECEASED LumB HER2+ Died of Other Causes YES Breast Invasive Ductal Carcinoma Positive Positive 2 15.00 2 14.139751 10.658808 11.653833 10.133705 12.077571 8.190464 5.963595 5.408047
MB-2984 0 4.04000 Moderate NO 2 Positve GAIN 9 64.04 261.2000000 LIVING LumB HER2+ Living YES Breast Invasive Ductal Carcinoma Positive Negative 3 20.00 1 12.613822 10.432488 10.824596 9.740802 12.068353 5.206535 5.929496 5.817347
MB-2990 0 2.03000 Low NO 2 Positve NEUTRAL 8 48.47 260.0000000 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive 1 15.00 1 11.456606 11.038070 12.071817 11.703888 13.431619 6.891683 5.808564 6.399428
MB-2993 0 4.04000 Low NO 2 Negative NEUTRAL 10 63.65 187.0333333 LIVING claudin-low ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 20.00 1 9.277437 7.137747 7.331706 6.970421 8.264621 5.448569 5.925144 6.488504
MB-2994 1 5.03600 Moderate NO 2 Positve GAIN 5 46.70 254.5000000 LIVING LumA HER2+ Living YES Breast Invasive Ductal Carcinoma Positive Positive 3 18.00 2 13.225265 9.875667 11.274399 10.162123 11.834859 6.850870 5.866410 5.976909
MB-2996 0 4.03200 High NO 2 Positve NEUTRAL 7 58.10 191.2333333 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 16.00 1 10.212300 11.487126 11.179915 9.901222 11.675406 8.308082 6.085708 6.051398
MB-2999 0 4.02400 Moderate NO 2 Positve NEUTRAL 7 61.42 262.0000000 LIVING LumA ER+/HER2- High Prolif Living NO Breast Invasive Ductal Carcinoma Negative Negative 3 12.00 1 11.759946 10.653600 11.787938 11.274015 12.391142 5.210223 6.046754 5.640039
MB-3001 1 5.02400 High YES 2 Negative LOSS 10 50.45 263.2333333 LIVING claudin-low NA Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 12.00 2 8.279106 6.190913 6.459026 5.553313 7.616188 5.280460 6.362959 6.433662
MB-3002 1 4.06000 High NO 2 Positve NEUTRAL 3 62.32 140.5666667 DECEASED LumA ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Lobular Carcinoma Negative Negative 2 30.00 2 10.166435 10.728894 10.946519 9.988148 12.279995 5.505954 6.254605 6.295761
MB-3005 0 3.04600 Moderate NO 2 Positve NEUTRAL 8 45.75 253.0666667 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 23.00 1 10.397328 10.063256 11.366470 10.561680 11.712202 7.238610 6.016614 5.978934
MB-3006 6 5.04000 Moderate NO 2 Positve NEUTRAL 4ER+ 60.09 15.7000000 DECEASED claudin-low ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 2 20.00 3 9.725673 10.032015 9.949707 8.318691 10.500321 5.328393 5.917409 5.863571
MB-3007 0 3.02400 Moderate NO 2 Positve GAIN 2 48.48 114.9000000 DECEASED LumB ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 2 12.00 1 11.754508 10.734528 11.729095 10.434379 11.455794 6.569664 5.947595 6.692088
MB-3008 0 2.02400 Moderate NO 2 Positve NEUTRAL 8 51.94 149.6000000 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 1 12.00 1 10.490392 10.184343 11.706749 10.953700 12.910652 6.304726 5.687696 6.289678
MB-3013 1 3.04600 Moderate NO 2 Positve NEUTRAL 4ER+ 50.37 238.3666667 LIVING claudin-low ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 1 23.00 2 9.347114 8.751056 10.917877 9.991165 10.814667 5.622872 6.012209 5.834999
MB-3014 1 5.03000 High YES 2 Negative NEUTRAL 1 39.70 262.6333333 LIVING Basal ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 15.00 2 9.778115 5.570611 6.044387 7.490151 6.147680 5.347693 6.456965 5.676567
MB-3016 0 4.02000 High NO 2 Positve NEUTRAL 2 56.83 258.8666667 LIVING LumB ER+/HER2- High Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 3 10.00 1 9.472326 11.190046 11.060874 9.164700 10.867835 6.062846 6.204744 6.080553
MB-3021 1 5.04400 Moderate NO 2 Positve NEUTRAL 8 63.08 217.5666667 DECEASED LumA ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Lobular Carcinoma Negative Positive 3 22.00 1 9.570831 11.217509 11.011051 8.742643 12.152977 9.912862 5.825183 6.107845
MB-3025 1 5.02600 High YES 2 Negative GAIN 5 37.89 256.0000000 LIVING Her2 HER2+ Living YES Breast Invasive Ductal Carcinoma Positive Negative 3 13.00 2 13.988712 5.511343 11.317259 8.026237 11.852949 5.303735 6.050181 5.253200
MB-3026 0 4.04400 High NO 2 Positve NEUTRAL 6 49.92 261.2000000 LIVING LumA ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 22.00 2 9.819316 11.701086 11.228038 10.869365 11.809449 5.679634 5.776930 5.782490
MB-3028 0 4.03400 High NO 2 Positve GAIN 9 60.93 42.5666667 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Positive Negative 3 17.00 1 12.265616 8.127866 11.345432 9.389688 11.601674 5.298616 5.215813 6.018743
MB-3031 2 5.04200 High YES 2 Negative GAIN 5 46.76 35.6333333 DECEASED Her2 ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Positive Negative 3 21.00 2 13.863100 7.902697 10.683220 9.011153 11.599268 5.459703 5.989386 6.434361
MB-3032 0 2.03000 High NO 2 Positve NEUTRAL 3 50.01 250.1333333 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 1 15.00 1 9.816495 9.360520 10.783458 9.934946 11.623157 7.439439 5.962790 5.757277
MB-3033 0 3.03800 High NO 2 Positve NEUTRAL 3 69.07 70.4000000 DECEASED LumA ER+/HER2- Low Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 2 19.00 1 10.098888 11.281572 11.291820 10.494924 12.496838 8.479621 5.959780 6.115897
MB-3035 0 3.04400 High NO 2 Positve LOSS 7 54.64 260.7333333 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 2 22.00 1 9.926721 9.985663 11.760193 11.276499 11.828685 5.772880 6.117851 5.842757
MB-3037 0 3.02600 High NO 2 Positve NEUTRAL 3 53.19 98.8333333 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 13.00 1 9.867933 10.572552 11.495737 9.616731 12.665224 9.113302 6.140320 6.582348
MB-3046 0 4.07000 Moderate NO 2 Negative NEUTRAL 10 67.20 73.8333333 DECEASED Basal ER-/HER2- Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Negative 3 35.00 1 10.215861 5.945347 7.644789 7.709889 9.154609 5.091162 6.486338 5.673398
MB-3049 0 3.03200 Moderate NO 2 Positve NEUTRAL 7 57.17 259.9666667 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Lobular Carcinoma Negative Positive 2 16.00 1 10.489195 8.863176 10.793536 10.058256 11.986026 6.304016 5.781963 6.053089
MB-3050 0 4.06000 Moderate NO 2 Positve NEUTRAL 2 59.53 255.1000000 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Negative 3 30.00 1 11.004153 12.825935 11.850897 9.127701 10.828037 5.269242 6.076633 5.697488
MB-3057 1 5.08600 High YES 2 Negative NEUTRAL 10 55.30 32.0333333 DECEASED Basal ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 43.00 2 9.138526 5.611361 5.368618 6.892350 5.928667 5.323117 6.319776 5.683742
MB-3058 2 5.08000 Moderate YES 2 Negative NEUTRAL 4ER- 47.74 254.2666667 LIVING Basal ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 40.00 2 9.182716 5.934686 6.223118 6.690017 9.216513 5.455894 6.359190 5.682417
MB-3060 1 5.07200 Moderate NO 2 Positve NEUTRAL 6 65.69 44.6000000 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 36.00 2 10.077649 10.271296 11.602068 10.546562 12.084325 5.649540 5.848880 5.821614
MB-3062 0 4.03400 NA NO 2 Negative NEUTRAL 10 62.87 146.3666667 LIVING claudin-low ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 17.00 1 8.616461 6.117364 5.670649 6.914849 8.223211 5.391445 5.931192 6.973207
MB-3063 6 6.04000 High YES 2 Negative NEUTRAL 10 43.51 28.5666667 DECEASED Basal ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 20.00 3 10.292837 5.539984 5.636049 7.297214 7.157132 5.407988 6.311530 5.518323
MB-3064 0 2.04000 High NO 2 Positve NEUTRAL 4ER+ 46.70 165.1666667 DECEASED LumA ER+/HER2- Low Prolif Died of Disease NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive 1 20.00 1 10.855832 9.411432 11.328784 9.456113 11.380797 6.837196 6.526981 5.978815
MB-3067 2 5.03600 High YES 2 Negative NEUTRAL 9 60.29 259.5333333 LIVING claudin-low ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 18.00 2 9.674245 6.167202 5.289602 7.169445 7.049930 5.145460 6.113843 6.623640
MB-3079 0 3.03000 High NO 2 Positve NEUTRAL 8 50.54 149.6000000 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 15.00 1 11.278587 9.912143 11.316150 10.960072 12.290646 7.758625 6.311303 6.644832
MB-3083 2 5.06000 High NO 2 Positve NEUTRAL 1 68.50 81.1000000 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 30.00 2 11.019132 11.899366 11.309375 10.232853 13.009543 5.915130 5.805001 5.981470
MB-3085 0 3.05000 Moderate NO 2 Positve NEUTRAL 4ER+ 43.68 210.9666667 DECEASED Normal ER+/HER2- Low Prolif Died of Disease YES Breast Invasive Lobular Carcinoma Negative Positive 2 25.00 1 10.395432 9.057158 10.981513 9.349034 11.981742 6.231302 6.444070 6.316034
MB-3088 0 3.03800 High NO 2 Positve NEUTRAL 7 65.58 256.5000000 LIVING LumA NA Living NO Breast Invasive Ductal Carcinoma Negative Positive 2 19.00 1 11.204771 11.443003 11.471684 11.040465 12.632968 6.812883 5.995278 6.147540
MB-3092 2 5.07600 High NO 2 Positve NEUTRAL 8 56.73 152.3333333 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 3 38.00 2 10.700419 12.107507 11.814059 10.526311 12.840863 6.859287 6.568596 6.167944
MB-3102 2 4.04000 High NO 2 Positve NEUTRAL 9 60.34 258.3333333 LIVING LumA ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 20.00 2 10.928085 10.704899 11.427172 10.459100 11.904143 6.300332 6.415928 6.120177
MB-3103 0 4.03000 High NO 2 Positve GAIN 5 58.55 28.7333333 DECEASED LumB HER2+ Died of Disease YES Breast Invasive Ductal Carcinoma Positive Negative 3 15.00 1 14.407287 10.622956 10.966500 9.329273 10.401203 5.643402 6.412973 6.504592
MB-3104 0 3.04000 Moderate NO 2 Positve GAIN 5 28.96 75.3666667 DECEASED LumA ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Positive Negative 2 20.00 1 12.859151 9.656484 11.659888 10.415396 12.823160 5.864217 6.174098 6.132360
MB-3105 2 3.05400 High NO 2 Positve NEUTRAL 3 48.34 252.3333333 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 1 27.00 2 10.856474 9.656158 11.600690 9.540111 11.883221 8.848304 6.097302 6.689338
MB-3110 2 4.03200 High NO 2 Positve NEUTRAL 3 61.07 100.7333333 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Lobular Carcinoma Negative Negative 2 16.00 2 10.757700 9.661953 11.188098 10.548328 12.224928 5.528485 6.646718 6.068687
MB-3121 0 2.02400 High NO 2 Positve NEUTRAL 3 63.06 131.3333333 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 1 12.00 1 10.219055 11.335258 11.642062 9.784289 12.046370 7.278472 6.278547 6.176298
MB-3122 0 4.03400 High NO 2 Positve GAIN 9 62.39 257.7666667 LIVING Her2 HER2+ Living NO Breast Invasive Ductal Carcinoma Negative Negative 3 17.00 1 12.261346 9.111283 11.506945 8.582759 11.432532 5.369744 6.510776 6.289400
MB-3123 4 6.04400 Moderate YES 2 Negative GAIN 9 50.26 167.4333333 LIVING Basal ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 22.00 3 12.003932 5.568022 6.908990 6.150502 9.213327 5.111803 5.985241 6.495456
MB-3153 1 5.03200 NA YES 2 Negative NEUTRAL 10 42.17 227.9333333 LIVING Basal ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 16.00 2 10.265757 7.088804 9.490822 8.599767 11.036973 5.399072 7.789060 5.943258
MB-3165 1 5.05600 Moderate YES 2 Negative LOSS 1 59.78 221.2333333 LIVING Basal ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 28.00 2 9.433150 7.286761 11.130831 9.498014 9.533575 5.172069 6.195522 5.468147
MB-3167 1 4.03200 Moderate NO 2 Positve GAIN 8 66.76 136.9333333 LIVING LumA ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 16.00 1 11.471044 11.754447 11.593181 10.998793 12.004305 6.239637 5.943285 6.197224
MB-3171 0 3.02600 Moderate NO 2 Positve NEUTRAL 7 54.95 219.6666667 DECEASED LumA ER+/HER2- Low Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 2 13.00 1 10.729880 12.290845 11.491258 9.883835 12.573459 6.708351 6.315485 5.592670
MB-3181 0 4.02800 High NO 2 Positve NEUTRAL 2 43.60 178.1666667 DECEASED LumB NA Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 14.00 1 9.297398 11.090065 11.398202 10.236499 11.335181 6.160774 6.472912 5.969668
MB-3211 0 4.02600 High NO 2 Negative NEUTRAL 10 58.31 145.5000000 LIVING Basal ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 13.00 1 9.337319 5.464610 5.341871 8.095332 8.874264 5.422546 6.736156 5.686342
MB-3218 1 5.03400 High YES 2 Negative NEUTRAL 10 44.94 248.7666667 LIVING Basal NA Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 17.00 2 10.034851 5.765178 5.967295 5.645872 9.140926 5.197607 6.446599 5.903997
MB-3222 0 2.03400 Moderate NO 2 Negative NEUTRAL 7 63.03 23.9333333 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive 1 17.00 1 10.339293 8.816662 11.280321 9.811939 11.970399 7.734963 5.982559 6.298589
MB-3228 0 3.03400 High NO 2 Positve NEUTRAL 4ER+ 58.31 252.0000000 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 17.00 1 11.084914 10.478874 11.852242 10.316309 11.509284 6.645557 6.068956 6.224008
MB-3235 0 4.03400 Moderate NO 2 Positve GAIN 5 50.66 236.1333333 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Positive Positive 3 17.00 1 13.853575 9.317939 11.228222 9.580997 10.305199 6.236054 6.209452 6.393077
MB-3252 0 2.04000 NA NO 2 Positve NEUTRAL 3 41.40 99.7000000 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Mixed Mucinous Carcinoma Negative Positive 1 20.00 1 10.711487 10.331345 11.320325 9.640480 12.525331 7.581301 5.928726 6.243778
MB-3253 3 5.05200 Moderate NO 2 Positve NEUTRAL 9 56.81 55.8333333 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 26.00 2 10.318722 9.668835 11.213697 9.206170 11.465495 6.339002 5.792327 6.428960
MB-3254 0 2.03600 High NO 2 Positve NEUTRAL 3 50.21 123.9000000 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 1 18.00 1 10.345899 10.358236 11.210647 10.497106 11.965779 7.841018 5.727277 6.034979
MB-3266 1 5.03400 Low NO 2 Positve GAIN 1 52.91 51.2000000 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 3 17.00 2 10.985133 10.482195 10.854167 9.498443 11.263512 5.868435 5.893164 6.150149
MB-3271 0 4.04000 High NO 2 Negative NEUTRAL 10 59.43 65.4666667 DECEASED claudin-low ER-/HER2- Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 3 20.00 1 9.085096 6.279069 5.892286 5.792395 7.927633 5.121106 5.817045 5.779079
MB-3272 6 6.04000 High NO 2 Positve GAIN 5 63.53 22.6666667 DECEASED LumB HER2+ Died of Disease YES Breast Invasive Ductal Carcinoma Positive Positive 3 20.00 3 12.742993 11.066520 11.130791 8.987048 11.044098 7.050987 5.936089 5.567248
MB-3275 0 4.05600 Moderate NO 2 Positve NEUTRAL 1 45.00 41.5333333 DECEASED LumB ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 3 28.00 1 9.673767 9.675669 10.953182 9.580152 10.789354 6.222259 6.103688 6.082914
MB-3277 3 5.06000 High YES 2 Negative NEUTRAL 1 29.92 32.9333333 DECEASED Basal ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 30.00 2 8.841489 6.758536 5.736867 8.073089 7.833346 5.489342 5.940001 6.431271
MB-3292 0 4.03600 Moderate NO 2 Negative NEUTRAL 10 60.04 217.7666667 LIVING claudin-low ER-/HER2- Living NO Breast Invasive Ductal Carcinoma Negative Negative 3 18.00 1 9.283164 6.031830 6.272157 6.607432 6.909369 5.487788 6.056223 5.783962
MB-3295 0 4.05000 Low NO 2 Positve NEUTRAL 4ER+ 60.42 158.5333333 DECEASED Normal ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 3 25.00 1 10.989515 10.791638 11.154070 9.945886 11.897530 6.600930 6.079504 6.118815
MB-3297 1 5.05000 Low YES 2 Negative NEUTRAL 10 42.72 236.0666667 LIVING Basal ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 25.00 2 9.054300 7.560292 6.782449 6.132109 7.305493 5.587848 6.470330 6.772812
MB-3298 0 3.03000 High NO 2 Positve NEUTRAL 3 48.75 242.5666667 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 2 15.00 1 10.301112 11.177572 10.985623 9.480564 12.049748 6.163536 6.851782 5.838354
MB-3300 0 3.03800 Moderate NO 2 Positve NEUTRAL 7 64.99 247.0000000 LIVING LumB ER+/HER2- High Prolif Living NO Breast Invasive Ductal Carcinoma Negative Negative 2 19.00 1 10.224804 11.458429 11.104750 11.271108 11.755034 5.805277 5.743265 6.038730
MB-3301 0 3.06400 NA NO 2 Positve NEUTRAL 8 49.50 248.7666667 LIVING LumB ER+/HER2- High Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 2 32.00 1 10.388591 10.126683 11.046494 10.535660 12.023360 7.918104 6.267506 6.169628
MB-3303 1 5.04000 High NO 2 Positve NEUTRAL 4ER+ 63.96 243.9000000 LIVING LumB ER+/HER2- High Prolif Living YES Breast Negative Positive 3 20.00 2 10.472940 10.728031 11.309900 10.235398 10.703363 6.551408 5.887918 6.107348
MB-3328 1 4.07000 High NO 2 Positve NEUTRAL 7 69.65 191.1333333 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 2 35.00 2 11.684502 11.617554 11.648177 10.695642 12.621712 5.351446 6.044344 5.858723
MB-3329 0 4.04000 Moderate NO 2 Negative GAIN 5 56.03 37.9666667 DECEASED Her2 HER2+ Died of Disease YES Breast Invasive Ductal Carcinoma Positive Negative 3 20.00 1 14.464040 5.906301 11.634384 7.472363 11.693393 5.463648 6.059837 6.708331
MB-3341 0 3.06000 High NO 2 Positve NEUTRAL 8 62.96 148.7666667 DECEASED LumA ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 2 30.00 1 9.311744 11.536390 11.406634 10.451051 12.064285 7.169067 5.991853 5.820001
MB-3344 0 3.04600 Moderate NO 2 Positve LOSS 3 33.76 241.2666667 LIVING LumA NA Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 23.00 1 10.962119 10.962157 12.010455 10.354902 12.879064 7.595273 6.183351 6.050359
MB-3350 0 3.06000 Moderate NO 2 Positve NEUTRAL 3 62.62 227.8000000 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 30.00 1 9.601364 11.657722 12.367794 10.712453 12.650474 7.460522 6.175444 6.549875
MB-3351 0 3.03400 High NO 2 Positve NEUTRAL 3 39.40 241.8666667 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 2 17.00 1 10.785203 10.185399 11.864648 10.343777 12.022161 8.575117 6.408322 6.338459
MB-3355 4 6.05400 High YES 2 Negative GAIN 5 48.53 109.0000000 LIVING Her2 HER2+ Living YES Breast Invasive Ductal Carcinoma Positive Negative 3 27.00 3 14.316900 5.492472 11.086765 8.688877 11.250587 5.150695 7.576137 5.792697
MB-3357 0 4.05000 High NO 2 Positve GAIN 9 47.75 38.0333333 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 3 25.00 1 11.427869 9.499874 11.542972 9.893157 12.386158 7.883519 6.198253 6.807567
MB-3360 0 4.05600 High NO 2 Positve GAIN 5 48.48 26.7666667 DECEASED LumB HER2+ Died of Disease YES Breast Invasive Ductal Carcinoma Positive Positive 3 28.00 1 14.197353 9.336185 11.992550 9.281714 11.417239 7.008173 6.178798 6.652179
MB-3361 0 4.03200 High NO 2 Positve GAIN 5 57.31 68.2000000 DECEASED LumB HER2+ Died of Disease YES Breast Invasive Ductal Carcinoma Positive Negative 3 16.00 1 14.357832 10.838230 11.650806 9.412425 11.370113 5.783069 6.050027 6.235674
MB-3363 0 4.04000 High NO 2 Positve NEUTRAL 10 56.42 10.8666667 DECEASED Basal ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 20.00 1 9.870100 7.908266 6.415750 5.401414 7.362105 5.356398 5.949741 7.166995
MB-3365 1 4.05400 High NO 2 Positve NEUTRAL 7 51.18 241.6000000 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 27.00 2 9.564598 10.781587 12.063044 9.411606 11.898335 8.930588 6.111931 6.447866
MB-3367 0 4.04600 High NO 2 Negative NEUTRAL 10 65.62 179.4333333 LIVING claudin-low ER-/HER2- Living NO Breast Invasive Ductal Carcinoma Negative Negative 3 23.00 1 9.941069 7.444146 6.676025 6.683696 6.978347 5.468198 6.141734 5.602608
MB-3371 0 3.03200 High NO 2 Positve GAIN 8 66.15 241.2666667 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 2 16.00 1 11.883472 10.788427 11.499225 11.204062 12.887012 5.829717 6.124240 5.962193
MB-3378 0 3.03600 High NO 2 Positve NEUTRAL 4ER+ 65.50 87.5333333 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Lobular Carcinoma Negative Positive 2 18.00 1 10.275406 11.515145 11.384619 9.604003 12.110476 6.374571 6.525968 6.224648
MB-3379 0 4.04000 Moderate NO 2 Positve GAIN 5 60.99 113.8333333 DECEASED LumA HER2+ Died of Other Causes YES Breast Invasive Lobular Carcinoma Positive Positive 3 20.00 1 13.030620 11.504860 11.721550 10.750578 12.492363 5.984187 6.317517 5.797558
MB-3381 3 5.04000 Low NO 2 Positve GAIN 7 53.36 236.6333333 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 20.00 2 10.783462 9.290415 10.816872 9.316509 11.330095 6.253096 6.125646 6.004027
MB-3382 0 4.08000 High NO 2 Positve GAIN 5 61.26 136.2333333 LIVING LumB HER2+ Living NO Breast Invasive Ductal Carcinoma Positive Negative 3 40.00 1 13.124740 9.463885 11.352289 8.976425 11.775335 5.387687 6.065417 6.007912
MB-3383 8 6.05600 Moderate YES 2 Negative NEUTRAL 10 38.49 23.2000000 DECEASED claudin-low NA Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 28.00 3 10.297890 5.785157 6.431051 7.400746 6.678959 5.466475 6.276899 6.423317
MB-3386 3 5.07000 High YES 2 Negative GAIN 1 40.06 55.6333333 DECEASED Her2 HER2+ Died of Disease YES Breast Invasive Ductal Carcinoma Positive Negative 3 35.00 2 13.845448 6.690658 11.577441 8.511317 12.078749 5.067704 6.356613 6.453384
MB-3388 1 5.04000 High NO 2 Positve GAIN 8 59.30 228.6000000 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 3 20.00 2 10.722748 12.189165 11.728525 10.422285 12.252172 6.610055 6.106816 6.124769
MB-3389 0 4.04000 High NO 2 Positve GAIN 6 63.34 240.7000000 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Lobular Carcinoma Negative Negative 3 20.00 1 10.859205 11.547209 12.291180 10.055956 11.310523 5.531805 6.529325 5.911824
MB-3395 0 4.03000 High NO 2 Negative NEUTRAL 10 52.45 243.7666667 LIVING claudin-low ER-/HER2- Living NO Breast Invasive Ductal Carcinoma Negative Negative 3 15.00 1 9.657040 6.148395 7.496539 6.896237 7.615870 5.452643 6.088789 6.674842
MB-3396 3 5.05000 High YES 2 Negative NEUTRAL 3 59.29 226.7333333 LIVING Basal ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 25.00 2 9.912890 6.389749 10.336733 6.737560 9.761730 5.372075 5.680499 6.029174
MB-3402 3 5.05600 High YES 2 Negative GAIN 1 41.17 50.0333333 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 28.00 2 11.880357 10.248313 11.321555 9.739491 11.711541 8.205788 6.324570 6.534233
MB-3403 1 4.03400 Moderate NO 2 Positve NEUTRAL 3 50.92 138.3333333 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 17.00 2 10.496589 9.823984 11.480999 9.934233 11.302368 7.396397 6.403647 6.529427
MB-3412 7 6.05200 High NO 2 Positve NEUTRAL 8 55.28 228.8000000 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 26.00 3 10.688567 10.942827 11.397244 10.082199 12.203971 5.738060 6.335019 6.152382
MB-3417 0 3.04000 NA NO 2 Positve NEUTRAL 7 59.16 103.4666667 LIVING LumB ER+/HER2- High Prolif Living YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 20.00 1 10.330220 12.740167 12.595021 10.249433 12.993489 8.709237 6.031962 6.222458
MB-3429 1 4.05200 Moderate NO 2 Positve NEUTRAL 4ER+ 49.08 243.5000000 LIVING Normal ER+/HER2- Low Prolif Living NO Breast Invasive Lobular Carcinoma Negative Negative 2 26.00 2 11.008793 7.726837 10.830067 9.122258 11.765458 5.444871 6.229484 5.767614
MB-3430 1 5.05000 High NO 2 Positve NEUTRAL 3 68.86 219.7666667 DECEASED LumA ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 3 25.00 2 10.749292 10.319256 12.090888 9.807309 11.719644 7.090401 5.972884 6.017136
MB-3435 1 5.06000 High YES 2 Negative GAIN 5 37.05 25.4333333 DECEASED Her2 HER2+ Died of Disease YES Breast Invasive Ductal Carcinoma Positive Negative 3 30.00 2 14.210238 6.954183 11.546349 8.598769 11.953579 5.319884 5.884956 6.035886
MB-3436 6 6.26000 High YES 2 Negative LOSS 1 38.20 50.7666667 DECEASED LumB NA Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 130.00 3 9.888552 10.227027 12.050932 9.243268 12.602092 8.437960 6.534325 6.322436
MB-3437 0 4.04200 Moderate NO 2 Positve NEUTRAL 4ER+ 70.52 108.7666667 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 21.00 1 9.766775 12.344403 12.557420 10.515018 11.866564 6.892439 5.860120 6.134457
MB-3439 1 4.03400 Moderate NO 2 Positve NEUTRAL 8 43.67 188.7333333 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 17.00 2 10.181827 10.031496 11.458224 9.847294 12.150357 6.612446 6.528300 6.322806
MB-3450 0 3.03400 High NO 2 Positve LOSS 8 51.52 240.4666667 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 17.00 1 10.757788 11.895741 11.869412 11.647904 11.632200 7.054069 5.938748 7.009003
MB-3452 0 4.06000 High NO 2 Positve NEUTRAL 2 64.04 119.8666667 DECEASED Normal ER+/HER2- Low Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 3 30.00 1 10.004953 9.968045 11.007324 9.675115 10.964807 5.324801 6.015159 5.636211
MB-3453 1 5.07000 High YES 2 Negative NEUTRAL 10 51.36 32.8333333 DECEASED Basal ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 35.00 2 10.399670 6.011115 10.685807 7.851520 10.908497 5.196353 8.708395 6.629277
MB-3459 0 3.04000 High NO 2 Positve GAIN 7 57.66 241.4000000 LIVING claudin-low ER+/HER2- High Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 2 20.00 1 10.689281 10.086690 10.919986 9.917441 11.196534 5.873878 5.965759 6.223858
MB-3462 2 4.03200 Moderate NO 2 Positve NEUTRAL 3 40.92 234.2333333 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 16.00 2 10.275401 10.462618 11.545623 10.636390 12.266919 8.390292 6.370922 6.215383
MB-3466 0 4.03000 High NO 2 Positve NEUTRAL 2 55.30 234.1333333 DECEASED Her2 ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 3 15.00 1 10.465517 10.411070 11.565831 9.892467 12.054518 6.099671 6.225663 6.057377
MB-3467 6 5.07000 High YES 2 Negative GAIN 5 21.93 38.8000000 DECEASED Her2 HER2+ Died of Disease YES Breast Mixed Ductal and Lobular Carcinoma Positive Negative 2 35.00 3 14.365581 5.888270 10.476196 7.354156 9.658970 5.377712 6.178956 5.847321
MB-3470 2 5.11000 High YES 2 Negative GAIN 5 56.40 62.5333333 DECEASED Her2 HER2+ Died of Disease YES Breast Invasive Ductal Carcinoma Positive Negative 3 55.00 2 13.494192 6.143784 10.761092 8.045826 11.377696 5.180968 6.194939 6.113220
MB-3476 0 4.03400 High NO 2 Negative NEUTRAL 10 68.59 159.0666667 DECEASED claudin-low ER-/HER2- Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Negative 3 17.00 1 10.375347 6.753545 5.637851 8.530044 6.792742 5.133517 6.260233 6.847022
MB-3479 1 5.04400 Moderate NO 2 Positve NEUTRAL 4ER+ 60.30 231.6666667 LIVING claudin-low ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 22.00 2 9.633811 8.460517 9.469179 8.249652 10.504864 6.106141 5.566483 6.094556
MB-3487 0 4.05400 High NO 2 Positve GAIN 1 43.58 237.1333333 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 27.00 1 10.644271 10.267879 12.125305 11.428410 13.132729 5.668715 5.793478 5.994670
MB-3488 0 4.10000 High YES 2 Negative GAIN 5 41.10 27.4666667 DECEASED Her2 HER2+ Died of Disease YES Breast Invasive Ductal Carcinoma Positive Negative 3 50.00 2 13.929986 7.987557 11.381667 8.051253 12.215038 5.232282 6.332855 5.440994
MB-3490 0 3.04000 High NO 2 Positve NEUTRAL 3 45.74 102.4000000 DECEASED LumB ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 2 20.00 1 10.732158 10.290796 12.368671 10.030571 11.391423 7.299402 5.895608 6.679431
MB-3492 1 5.04000 Moderate NO 2 Positve NEUTRAL 1 62.09 118.1333333 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 20.00 2 10.488210 11.246158 11.455721 9.573446 10.925599 7.200805 6.321103 5.986010
MB-3497 5 6.06200 High YES 2 Negative GAIN 5 53.50 15.5000000 DECEASED Her2 HER2+ Died of Disease YES Breast Invasive Ductal Carcinoma Positive Negative 3 31.00 3 13.908813 5.977275 10.812358 7.634671 11.021350 5.123531 5.884601 5.544157
MB-3500 0 4.06000 Moderate NO 2 Negative NEUTRAL 10 66.91 239.3000000 LIVING Basal ER-/HER2- Living NO Breast Invasive Ductal Carcinoma Negative Negative 3 30.00 1 8.646379 5.458537 6.587655 6.442623 5.993594 5.341845 6.235804 5.616065
MB-3502 3 5.05400 Moderate YES 2 Negative NEUTRAL 10 50.79 229.3333333 LIVING Basal ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 27.00 2 10.265597 6.762523 6.571726 6.659180 7.413847 5.387787 6.136394 6.622645
MB-3506 1 5.03200 High NO 2 Positve LOSS 1 39.28 240.8333333 LIVING LumB ER+/HER2- High Prolif Living YES Breast Negative Positive 3 16.00 2 9.392428 10.061535 11.345459 10.035660 11.725601 6.467657 5.857112 6.072205
MB-3510 1 3.04000 High NO 2 Positve NEUTRAL 7 67.60 59.6000000 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 1 20.00 2 10.825534 12.224785 12.199856 10.979098 12.566511 7.073937 5.900034 6.419095
MB-3525 5 6.05400 High NO 2 Positve GAIN 1 65.56 236.7000000 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 27.00 3 10.255226 10.836209 11.391350 9.172141 11.975984 5.390695 6.198331 5.583796
MB-3526 3 5.04400 Low NO 2 Positve GAIN 6 60.30 86.0666667 DECEASED Normal ER+/HER2- Low Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 22.00 2 11.600851 10.210169 10.945342 9.773699 11.755145 5.474716 5.862419 6.034096
MB-3528 0 4.05000 NA NO 2 Negative GAIN 5 71.03 113.6666667 LIVING Her2 HER2+ Living NO Breast Invasive Ductal Carcinoma Positive Negative 3 25.00 1 13.280725 6.229339 11.459680 9.025259 11.686401 5.158201 5.647475 5.898108
MB-3530 1 4.05200 NA NO 2 Positve NEUTRAL 8 70.94 112.9666667 DECEASED Her2 ER+/HER2- High Prolif Died of Other Causes NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 26.00 2 10.649654 10.317198 11.360734 10.553381 12.258997 7.302028 5.879123 6.430352
MB-3536 6 5.03000 NA NO 2 Positve UNDEF 5 48.12 86.2333333 DECEASED Normal ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 2 15.00 3 11.575958 9.082480 11.023390 9.220849 10.820938 5.520041 6.058731 5.622527
MB-3545 0 4.04200 Moderate NO 2 Positve NEUTRAL 7 49.84 232.7333333 DECEASED LumA ER+/HER2- Low Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 21.00 1 10.951208 10.042439 12.123872 9.503870 11.952536 6.881040 5.919203 5.925317
MB-3547 NA 3.08000 NA NO 2 Positve NEUTRAL 4ER+ 68.13 33.0000000 DECEASED LumA NA Died of Other Causes NO Breast Invasive Mixed Mucinous Carcinoma Negative Positive NA 40.00 1 10.550700 11.623067 11.627428 10.498580 11.603011 8.008227 6.121110 5.767034
MB-3548 1 4.04000 High NO 2 Positve NEUTRAL 3 66.85 234.5333333 DECEASED LumA ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 2 20.00 2 10.637414 11.909050 12.173542 10.461789 12.559796 7.274062 6.140353 5.806695
MB-3556 2 5.16000 High YES 2 Negative GAIN 1 51.76 38.0333333 DECEASED Her2 ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Positive Negative 3 80.00 2 13.243471 6.916147 11.470396 7.998259 10.495830 5.466613 6.182885 5.862082
MB-3567 0 4.05000 High YES 2 Negative NEUTRAL 1 55.95 236.0333333 LIVING claudin-low ER-/HER2- Living YES Breast Mixed Ductal and Lobular Carcinoma Negative Negative 3 25.00 2 9.415140 6.303730 9.263742 6.913920 10.525790 5.216353 5.588008 6.769935
MB-3576 0 4.07400 High NO 2 Positve NEUTRAL 6 53.04 24.8666667 DECEASED Her2 ER+/HER2- High Prolif Died of Disease NO Breast Mixed Ductal and Lobular Carcinoma Negative Negative 3 37.00 1 10.895900 11.031252 11.585872 10.779178 12.231172 5.505783 5.864725 5.559210
MB-3582 0 1.12000 High NO 2 Negative NEUTRAL 4ER- 63.97 229.3666667 DECEASED claudin-low ER-/HER2- Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive NA 60.00 1 9.980178 9.844672 10.152969 8.559175 10.824812 6.443839 5.994227 6.149751
MB-3600 1 4.02400 High NO 2 Positve NEUTRAL 9 60.15 214.7000000 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 12.00 2 10.360994 11.557880 11.597848 11.229938 10.830366 6.700096 5.989255 5.895532
MB-3606 0 4.08000 High NO 2 Negative GAIN 5 68.61 110.6333333 LIVING Her2 HER2+ Living YES Breast Invasive Ductal Carcinoma Positive Negative 3 40.00 1 13.651282 6.092218 10.325167 7.597461 11.347268 5.240652 5.804568 5.728076
MB-3614 3 5.06800 Moderate NO 2 Positve NEUTRAL 1 63.95 235.4000000 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 34.00 2 9.499126 11.074623 10.660657 10.861362 11.144965 5.937683 6.304318 6.127422
MB-3702 1 5.01100 Moderate YES 2 Negative NEUTRAL 10 37.16 230.4666667 LIVING claudin-low ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 5.50 2 9.977702 6.773840 8.365969 6.987022 8.611845 5.479690 6.024714 6.617234
MB-3706 0 4.03600 High NO 2 Negative NEUTRAL 10 55.71 38.8000000 DECEASED Basal ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 18.00 1 8.942201 5.339991 6.585924 5.434568 7.314026 5.461481 6.230423 5.713685
MB-3707 1 5.05000 High NO 2 Positve NEUTRAL 4ER+ 70.77 228.7666667 DECEASED claudin-low ER+/HER2- Low Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 3 25.00 2 9.798341 9.878717 10.125075 8.519742 10.216413 5.412350 6.348172 6.136079
MB-3711 0 2.04000 High NO 2 Positve GAIN 3 41.52 222.1000000 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 1 20.00 1 10.444073 9.811389 11.293629 9.584945 12.150427 7.175275 6.061476 5.831771
MB-3748 0 4.03000 Moderate NO 2 Positve NEUTRAL 4ER+ 51.01 228.0000000 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 15.00 1 9.724970 11.001833 11.978741 10.792006 11.946381 6.044144 5.935219 5.985881
MB-3752 0 4.03000 High NO 2 Negative LOSS 4ER- 49.98 75.3333333 DECEASED claudin-low ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 15.00 1 8.632157 6.058171 5.534472 6.261288 6.267511 5.525113 5.574336 6.462057
MB-3754 0 4.05000 Moderate NO 2 Positve NEUTRAL 1 57.01 92.7333333 DECEASED LumB ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 3 25.00 1 9.411004 10.657799 10.761243 10.327996 11.280287 5.514848 5.897014 6.178413
MB-3781 0 3.03600 High NO 2 Positve NEUTRAL 8 48.16 224.5666667 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 18.00 1 9.781468 10.822062 11.441766 9.947022 11.700403 9.736274 5.829326 6.610931
MB-3797 0 1.04800 High NO 2 Positve LOSS 8 68.72 228.3333333 LIVING LumA ER+/HER2- High Prolif Living NO Breast Negative Positive NA 24.00 1 10.542659 11.784521 12.130402 11.323154 12.223502 8.200962 5.379413 6.234795
MB-3823 NA 3.05000 Moderate NO 2 Positve UNDEF 3 40.78 222.5000000 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 2 25.00 1 9.930981 9.287619 10.557128 9.645896 10.959554 7.312710 6.110143 6.415815
MB-3824 0 4.04400 High NO 2 Positve NEUTRAL 2 49.45 126.4666667 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 22.00 1 10.551702 10.788774 11.564065 9.647468 11.287750 6.208855 6.437190 5.508467
MB-3838 0 4.04600 High NO 2 Positve NEUTRAL 8 60.45 134.4666667 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 23.00 1 10.188291 11.635826 11.690178 9.805368 12.228841 8.996135 5.734020 6.527802
MB-3840 0 3.03200 High NO 2 Positve NEUTRAL 6 53.89 287.2333333 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 2 16.00 1 9.865616 10.747961 11.825162 11.328657 12.967244 5.257948 5.804907 5.690393
MB-3842 1 5.04800 High NO 2 Positve NEUTRAL 1 54.60 226.0666667 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 24.00 2 8.976580 10.081274 10.499117 9.322914 11.132754 5.248270 6.097054 5.546372
MB-3850 0 3.04000 Moderate NO 2 Positve GAIN 4ER+ 65.89 72.3000000 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Mixed Ductal and Lobular Carcinoma Positive Positive 2 20.00 1 12.926061 10.142615 11.299009 9.393471 11.429888 6.015710 5.986580 6.129209
MB-3852 0 4.04600 High NO 2 Positve GAIN 4ER+ 43.56 225.5000000 LIVING LumA ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Positive Positive 3 23.00 1 12.735390 9.691953 11.764086 9.526202 11.211695 9.109610 6.473224 6.620104
MB-3854 0 2.02400 High NO 2 Negative NEUTRAL 3 63.82 99.2333333 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive 1 12.00 1 10.945890 10.607492 11.339464 10.607578 11.928165 8.218701 5.985438 6.548169
MB-3865 0 2.03000 Moderate NO 2 Positve NEUTRAL 3 49.37 199.9666667 LIVING claudin-low ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 1 15.00 1 10.428656 9.462571 10.989198 9.285587 11.570349 5.688955 6.063599 6.437910
MB-3866 0 4.02400 High NO 2 Negative GAIN 5 54.29 225.5000000 LIVING Her2 HER2+ Living YES Breast Invasive Ductal Carcinoma Positive Negative 3 12.00 1 14.049729 5.795445 10.664417 6.690872 11.128749 5.422349 6.316555 5.793983
MB-3871 1 4.05200 High NO 2 Positve NEUTRAL 8 62.03 172.8000000 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 2 26.00 2 9.907645 11.411786 11.365047 9.771782 12.281178 6.945626 6.030919 6.230819
MB-3874 0 3.03000 Moderate NO 2 Positve NEUTRAL 7 35.50 186.4333333 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 15.00 1 10.919504 9.309848 11.332579 10.784478 11.855825 6.361757 6.187734 6.623462
MB-3978 0 4.02600 NA NO 2 Negative GAIN 5 57.91 100.8666667 DECEASED Her2 HER2+ Died of Disease YES Breast Invasive Ductal Carcinoma Positive Negative 3 13.00 1 14.043885 5.595046 12.117612 9.313114 11.569767 5.278342 6.550116 5.581213
MB-4000 0 3.04000 High NO 3 Positve NEUTRAL 4ER+ 76.96 28.0666667 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 2 20.00 1 8.765629 10.878015 11.821608 10.923280 12.532804 5.404722 5.289757 5.975268
MB-4001 0 3.08000 High NO 3 Positve NEUTRAL 7 74.51 49.6666667 DECEASED LumA ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 2 40.00 2 12.378963 11.438853 11.583189 11.578280 12.378786 5.144147 5.515964 6.461240
MB-4003 0 3.04000 High NO 3 Positve NEUTRAL 6 70.31 106.5666667 DECEASED Her2 ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 2 20.00 1 11.141086 11.378175 10.959590 9.418742 11.722633 7.196964 6.260514 5.516125
MB-4004 0 4.03000 High NO 3 Positve NEUTRAL 9 61.16 256.8666667 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 15.00 1 10.746687 12.420994 12.291719 8.093687 12.261420 6.132834 6.486059 6.480632
MB-4005 0 3.03600 Moderate NO 3 Positve NEUTRAL 3 66.37 188.3666667 LIVING claudin-low NA Living YES Breast Invasive Lobular Carcinoma Negative Positive 2 18.00 1 10.099587 10.749329 11.381348 9.222334 11.397105 5.981426 5.888064 6.196267
MB-4008 3 5.07000 Moderate NO 3 Positve GAIN 2 64.91 44.7333333 DECEASED LumB NA Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 3 35.00 2 9.797240 9.716331 12.059495 11.084305 12.529466 6.798949 6.120102 5.979528
MB-4010 0 4.05000 Low NO 3 Positve NEUTRAL 6 73.15 11.7000000 DECEASED Her2 NA Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 3 25.00 2 10.605487 11.388132 10.897598 10.319289 12.251230 7.500783 6.324263 6.029462
MB-4011 0 4.04400 Moderate NO 3 Positve UNDEF 8 72.36 193.1666667 LIVING LumA ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 22.00 NA 11.557938 10.582604 12.058757 10.601365 12.521850 5.208054 6.285509 6.268226
MB-4012 0 3.05000 High NO 3 Negative NEUTRAL 8 63.23 277.3666667 DECEASED Her2 ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Positive Negative NA 25.00 2 12.563754 6.667666 10.803855 8.973864 13.294985 5.333035 5.316051 5.849074
MB-4015 0 3.06000 Moderate NO 3 Negative LOSS 4ER- 76.13 11.3000000 DECEASED Her2 NA Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 2 30.00 NA 10.380661 5.694310 11.054256 7.836481 11.996231 5.180371 5.831081 5.559005
MB-4017 3 5.08000 High NO 3 Positve NEUTRAL 6 76.17 139.3000000 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes NO Breast Mixed Ductal and Lobular Carcinoma Negative Negative 3 40.00 2 10.445590 13.265184 12.823026 10.675647 12.634502 5.278594 6.242193 6.347455
MB-4018 10 5.04000 Moderate NO 3 Positve NEUTRAL 7 71.32 105.6666667 DECEASED LumA ER+/HER2- Low Prolif Died of Disease NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 20.00 NA 9.888627 10.693645 11.246631 10.743835 12.566437 5.858377 5.844348 6.501426
MB-4024 0 4.05000 High NO 3 Negative LOSS 1 56.14 124.1000000 LIVING Basal NA Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 25.00 2 11.070744 5.528230 6.938534 5.379635 6.537542 5.554548 6.626844 6.431798
MB-4033 5 5.04400 High NO 3 Positve NEUTRAL 4ER+ 82.17 15.2000000 DECEASED LumA NA Died of Disease YES Breast Invasive Lobular Carcinoma Negative Positive 2 22.00 3 9.628528 10.701204 11.507190 10.221186 12.041747 6.688941 5.772956 5.875843
MB-4046 0 3.02600 Moderate NO 3 Positve NEUTRAL 8 59.24 298.0333333 DECEASED Her2 ER+/HER2- High Prolif Died of Other Causes NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 13.00 1 11.558655 9.343627 12.234918 10.554062 12.821150 6.643241 6.250953 5.668464
MB-4059 0 3.05000 High NO 3 Positve NEUTRAL 3 50.23 172.0000000 DECEASED Normal NA Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 2 25.00 2 10.580828 9.328118 11.746561 9.802255 12.004507 6.581249 5.681092 6.246229
MB-4079 0 4.04400 High NO 3 Positve NEUTRAL 7 63.17 351.0000000 DECEASED Her2 NA Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 3 22.00 2 12.297511 9.912919 10.608017 8.845108 12.600351 7.606261 7.111845 5.360359
MB-4091 0 4.06000 Moderate NO 3 Positve NEUTRAL 4ER+ 74.45 281.3666667 DECEASED LumA NA Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 3 30.00 2 10.948563 11.103414 11.539917 10.542005 12.431132 6.777466 5.669184 5.399400
MB-4098 0 2.10000 High NO 3 Positve NEUTRAL 7 68.55 176.3666667 LIVING Her2 NA Living NO Breast Invasive Ductal Carcinoma Negative Negative NA 50.00 NA 11.196733 10.410038 11.249043 11.748174 13.468307 5.513321 5.355378 5.528788
MB-4119 1 4.04000 Moderate NO 3 Positve NEUTRAL 7 65.46 67.8000000 DECEASED Her2 NA Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 2 20.00 2 11.783808 11.155034 11.060200 10.754254 13.092518 5.289572 5.505614 5.620335
MB-4120 0 3.02000 High NO 3 Positve NEUTRAL 8 56.19 217.1000000 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 2 10.00 NA 11.507453 12.286856 12.065118 10.595174 13.170124 7.874257 6.517065 6.340208
MB-4126 0 1.06000 Moderate NO 3 Positve NEUTRAL 7 73.20 174.8000000 DECEASED Her2 NA Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive NA 30.00 2 10.877666 8.059378 9.970246 9.277762 12.020345 6.178492 5.392539 5.874479
MB-4127 6 6.08000 High YES 3 Negative GAIN 5 54.35 258.1666667 DECEASED Her2 HER2+ Died of Other Causes YES Breast Invasive Ductal Carcinoma Positive Negative 3 40.00 3 14.643900 6.439321 11.804920 9.063049 12.223552 5.281982 5.577282 6.250026
MB-4139 0 2.04000 High NO 3 Positve NEUTRAL 8 63.05 165.4000000 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive NA 20.00 1 11.472451 12.021746 12.654860 11.297058 11.948690 6.340446 6.265270 6.737590
MB-4140 0 4.04600 High NO 3 Positve NEUTRAL 8 71.17 114.5000000 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 3 23.00 2 11.372536 11.672885 11.930746 10.635368 13.118579 5.308562 6.205403 5.798303
MB-4141 0 4.03000 Low NO 3 Positve NEUTRAL 7 58.32 147.8333333 DECEASED Her2 ER+/HER2- Low Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 15.00 NA 11.548091 9.646853 10.786153 10.662670 12.654915 6.867510 6.527277 5.616624
MB-4145 0 1.04000 High NO 3 Positve NEUTRAL 4ER+ 60.33 217.6333333 DECEASED Her2 ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive NA 20.00 1 9.535268 10.553544 11.197128 9.854131 10.824048 7.647640 6.090044 5.909858
MB-4146 13 6.04000 Moderate YES 3 Negative NEUTRAL 4ER- 43.06 15.6333333 DECEASED Basal ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 20.00 2 9.364231 6.246319 6.417780 7.252823 7.656100 5.449432 6.138922 5.750672
MB-4148 16 5.07000 Moderate NO 3 Positve NEUTRAL 9 57.85 63.0333333 DECEASED LumB ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 2 35.00 NA 11.160877 11.085240 11.884082 10.256577 11.892612 6.480194 6.545336 6.609550
MB-4154 0 4.06000 Moderate NO 3 Positve NEUTRAL 4ER+ 54.22 49.5666667 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 3 30.00 2 9.308024 9.749177 10.283170 8.969980 10.835058 6.561595 6.040835 5.943811
MB-4171 0 4.08600 High NO 3 Positve GAIN 9 64.21 184.7000000 DECEASED Her2 ER+/HER2- High Prolif Died of Disease NO Breast Mixed Ductal and Lobular Carcinoma Negative Negative 3 43.00 2 11.277233 9.617316 11.152181 9.715959 12.401190 5.352937 5.649456 5.910146
MB-4173 2 4.02000 Moderate NO 3 Positve NEUTRAL 7 74.31 160.3333333 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 2 10.00 2 11.300817 11.858301 11.834008 10.689319 12.805454 5.976340 5.582250 6.373390
MB-4189 1 2.00000 High NO 3 Positve NEUTRAL 2 60.99 355.2000000 DECEASED Her2 NA Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive NA NA NA 10.225806 9.389231 9.652212 9.085691 11.527653 5.812284 5.963488 5.271025
MB-4212 0 3.04000 Low NO 3 Positve NEUTRAL 4ER+ 45.50 330.3666667 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 2 20.00 NA 11.467932 10.154028 11.061431 10.754440 12.247783 5.980680 5.681674 5.919071
MB-4213 0 3.06000 High NO 3 Positve NEUTRAL 4ER+ 67.02 84.5000000 DECEASED LumB NA Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 2 30.00 2 9.451599 11.109046 12.205050 11.449656 12.308611 5.538723 5.680668 5.828369
MB-4222 0 2.08000 High NO 3 Positve LOSS 8 58.80 55.2333333 DECEASED Her2 NA Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 1 40.00 2 10.741000 8.853856 9.954008 11.100093 13.461598 7.314964 5.458105 5.355557
MB-4224 1 4.07000 High NO 3 Positve NEUTRAL 4ER+ 72.39 65.5000000 DECEASED NC NA Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 2 35.00 2 10.128568 11.200356 10.755340 10.868510 12.322691 6.232373 5.629579 5.468475
MB-4230 0 3.10000 Moderate NO 3 Positve NEUTRAL 7 75.87 115.6000000 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 2 50.00 2 10.014957 10.817414 10.792294 9.656545 12.328308 5.149344 5.939279 6.283070
MB-4233 5 5.06000 Moderate NO 3 Positve NEUTRAL 9 54.01 36.3666667 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 2 30.00 2 10.273501 10.484929 10.806071 9.776636 12.258439 5.138348 5.715764 5.649581
MB-4234 0 4.08000 Moderate NO 3 Positve NEUTRAL 4ER+ 68.25 253.5333333 DECEASED LumA NA Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 3 40.00 2 11.090166 10.955619 11.010725 10.752092 12.144756 6.713382 5.499935 6.758116
MB-4235 0 3.04000 Moderate NO 3 Positve NEUTRAL 10 67.46 335.7333333 DECEASED Basal NA Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 2 20.00 1 10.012809 8.611100 8.486432 8.565528 11.033727 5.352677 5.673804 6.403762
MB-4236 1 5.03600 High NO 3 Positve NEUTRAL 9 73.91 203.7000000 DECEASED Her2 ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 3 18.00 2 11.292342 10.843653 10.672158 9.924480 12.538632 5.501929 5.625684 5.607894
MB-4250 1 4.11000 Moderate NO 3 Positve LOSS 3 80.81 100.1666667 DECEASED LumA NA Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Negative 2 55.00 3 9.878463 11.073728 11.066088 10.695923 11.845575 5.321167 5.927793 6.585511
MB-4254 0 4.06000 High NO 3 Negative NEUTRAL 10 68.70 178.4000000 LIVING Basal NA Living NO Breast Invasive Ductal Carcinoma Negative Negative 3 30.00 NA 9.455306 7.111270 7.024153 8.289395 7.907334 5.404057 6.075194 5.927325
MB-4264 1 4.04000 Moderate NO 3 Positve GAIN 7 72.17 163.2000000 DECEASED LumA ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 2 20.00 NA 11.695912 11.652699 11.350553 10.607112 12.594807 6.450790 5.762821 6.162967
MB-4266 0 4.09000 High NO 3 Negative NEUTRAL 6 28.04 33.9000000 DECEASED LumA ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 3 45.00 2 11.444663 9.851277 11.557006 10.698966 12.275129 5.613787 5.857456 6.313365
MB-4270 4 5.03600 NA YES 3 Negative GAIN 9 37.85 98.7000000 DECEASED Her2 HER2+ Died of Disease YES Breast Invasive Ductal Carcinoma Positive Positive 2 18.00 2 13.800596 10.570586 11.025957 8.411508 11.382392 6.039093 5.847039 5.520234
MB-4274 3 4.04000 High NO 3 Positve NEUTRAL 8 74.32 59.9333333 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 2 20.00 2 10.514906 11.896048 11.006482 11.088641 11.580540 6.219203 6.247622 6.389003
MB-4276 1 4.07000 High NO 3 Positve GAIN 5 55.07 132.2000000 DECEASED Her2 HER2+ Died of Disease YES Breast Invasive Ductal Carcinoma Positive Positive 2 35.00 2 13.924298 9.469694 10.847876 8.555401 12.076687 6.838747 5.683871 5.560932
MB-4278 0 4.06000 Moderate NO 3 Positve NEUTRAL 3 68.32 244.2000000 DECEASED Her2 NA Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 3 30.00 2 11.280803 11.257518 11.428258 9.899661 11.822310 6.289036 5.951340 6.559868
MB-4281 1 5.04600 Moderate NO 3 Positve GAIN 9 60.00 260.0333333 DECEASED Her2 ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 3 23.00 2 12.208954 11.152927 11.144104 9.500196 11.020839 5.147877 6.109021 6.339030
MB-4282 0 4.02000 High NO 3 Positve NEUTRAL 9 49.61 34.1000000 LIVING LumA NA Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 10.00 1 9.958497 11.437571 12.189292 10.497607 12.768157 8.477706 5.659756 5.532567
MB-4283 2 4.08000 Moderate NO 3 Positve NEUTRAL 8 55.62 174.8333333 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 40.00 2 11.480590 11.665731 10.949489 9.793889 12.199768 6.425127 6.238929 6.465125
MB-4289 0 2.04000 Moderate NO 3 Positve GAIN 2 65.49 96.8333333 DECEASED Her2 ER+/HER2- High Prolif Died of Disease YES Breast Invasive Lobular Carcinoma Positive Negative 1 20.00 1 12.884073 9.847087 11.519048 10.683024 12.868809 5.334512 6.717114 5.674147
MB-4292 0 4.05000 Moderate NO 3 Positve NEUTRAL 8 58.80 335.6000000 DECEASED LumA NA Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 3 25.00 NA 11.343551 11.238606 11.039333 9.598824 12.723406 5.818224 6.282052 5.871846
MB-4293 0 3.06000 Moderate NO 3 Positve NEUTRAL 8 54.16 219.1666667 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Mixed Ductal and Lobular Carcinoma Negative Negative 2 30.00 2 11.460454 11.594476 11.122954 11.369259 12.065006 5.680589 5.882403 6.718809
MB-4298 NA 4.04000 Moderate NO 3 Positve NEUTRAL 9 70.24 55.1000000 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 2 20.00 2 11.779107 11.997347 11.805737 10.076735 13.008121 5.519273 6.721277 6.546810
MB-4300 1 5.06000 Moderate NO 3 Positve NEUTRAL 6 70.58 189.0333333 LIVING Her2 NA Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 30.00 2 10.809852 9.367117 10.382349 8.458831 12.331529 5.532560 6.537325 5.261730
MB-4303 0 4.03000 Moderate NO 3 Negative NEUTRAL 4ER- 66.91 89.0333333 DECEASED Basal NA Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 3 15.00 1 11.362666 7.720065 10.056987 8.100405 10.848744 5.348077 6.086963 6.286297
MB-4306 0 2.04200 High NO 3 Positve NEUTRAL 3 69.19 234.7000000 DECEASED LumA NA Died of Other Causes NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive 1 21.00 2 11.348978 12.418451 12.062810 10.470747 12.299150 8.111059 6.421211 6.543495
MB-4310 0 2.10000 High NO 3 Positve NEUTRAL 7 76.51 265.5666667 DECEASED LumA ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 1 50.00 NA 11.797222 11.267581 11.724272 10.343289 12.761516 7.348034 7.303078 5.552845
MB-4313 5 6.08000 Moderate NO 3 Positve NEUTRAL 4ER+ 58.02 300.7000000 DECEASED LumA NA Died of Disease YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 3 40.00 2 11.584169 9.744861 9.446680 9.007428 12.734404 6.140653 5.765084 5.622439
MB-4317 0 3.10000 Moderate NO 3 Positve GAIN 5 51.93 177.9000000 LIVING Her2 NA Living NO Breast Invasive Ductal Carcinoma Positive Positive 2 50.00 2 14.464282 11.234326 10.795484 9.020621 10.372246 6.006909 6.695220 6.165334
MB-4318 1 5.04000 Moderate NO 3 Positve NEUTRAL 1 72.44 17.1333333 DECEASED LumB NA Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 3 20.00 2 10.528749 10.751240 10.763263 10.010956 11.257323 5.908697 6.178083 6.175942
MB-4322 1 4.06000 High NO 3 Positve LOSS 7 63.39 196.4666667 DECEASED LumA NA Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 2 30.00 2 10.970516 12.298819 11.654422 10.306832 11.798853 5.343220 6.903232 6.093088
MB-4323 8 3.06000 High NO 3 Positve NEUTRAL 8 80.04 126.6333333 DECEASED LumA ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive NA 30.00 NA 11.876089 11.332750 11.844915 9.485495 12.519492 7.168571 6.522305 5.909905
MB-4324 24 6.10000 Moderate NO 3 Positve NEUTRAL 6 61.22 87.2333333 DECEASED Her2 NA Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 50.00 2 11.619784 10.924510 10.726852 10.225851 12.258061 6.839408 6.693040 5.843222
MB-4328 1 4.06000 Low NO 3 Positve NEUTRAL 7 64.12 199.2666667 DECEASED LumA NA Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 2 30.00 NA 10.535431 12.125212 11.470574 10.136801 12.338093 8.926047 6.061484 6.148736
MB-4329 2 5.05800 Moderate NO 3 Positve NEUTRAL 7 70.75 168.2666667 DECEASED LumA NA Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 3 29.00 2 11.052632 11.951579 12.303376 10.357519 12.732939 7.008086 5.778845 6.034541
MB-4331 2 5.04000 Moderate NO 3 Positve GAIN 1 63.34 235.5666667 DECEASED Her2 NA Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 3 20.00 2 12.227498 11.085936 12.197098 10.449056 12.934286 5.211039 6.658045 6.031777
MB-4332 0 4.04000 High NO 3 Negative NEUTRAL 10 34.36 307.9333333 LIVING Basal NA Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 20.00 1 9.938709 6.205533 5.755635 6.946479 6.890103 5.256915 6.900539 6.522367
MB-4333 0 2.05000 Moderate NO 3 Positve NEUTRAL 3 64.50 207.9666667 DECEASED LumA NA Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Negative 1 25.00 2 11.484204 12.227353 11.895951 10.153707 12.351246 5.369610 6.513975 5.855319
MB-4339 0 3.04000 High NO 3 Positve NEUTRAL 8 74.98 173.6000000 DECEASED LumB NA Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 2 20.00 1 10.996398 11.242845 11.638337 10.048308 11.925169 6.954074 6.845400 5.925058
MB-4341 18 6.08000 Moderate YES 3 Negative GAIN 5 35.14 33.7000000 DECEASED Her2 NA Died of Disease YES Breast Invasive Ductal Carcinoma Positive Negative 3 40.00 2 13.592611 5.921582 10.132520 8.419339 11.404549 5.054515 5.964893 5.942111
MB-4342 3 2.12400 Moderate NO 3 Positve NEUTRAL 4ER+ 73.20 232.7666667 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative NA 62.00 3 10.227069 11.062892 10.837429 9.473483 12.254012 5.418712 5.807040 6.023343
MB-4348 4 6.08000 Moderate NO 3 Positve GAIN 5 61.57 226.2000000 DECEASED Her2 NA Died of Disease YES Breast Invasive Ductal Carcinoma Positive Negative 3 40.00 2 14.464282 9.773614 11.760164 8.473438 11.469952 5.296957 6.227031 6.486703
MB-4350 3 5.03000 Moderate YES 3 Negative GAIN 5 35.64 31.0666667 DECEASED Her2 NA Died of Disease YES Breast Invasive Ductal Carcinoma Positive Negative 3 15.00 2 14.424922 5.528227 9.675704 7.992878 11.531331 5.586049 6.495982 5.305997
MB-4351 0 4.04000 Moderate NO 3 Positve NEUTRAL 1 70.27 68.1333333 DECEASED Her2 NA Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 20.00 1 11.629497 7.911717 10.547923 9.692450 10.604636 5.548133 6.769959 5.744068
MB-4353 1 5.06000 Moderate NO 3 Positve NEUTRAL 8 59.23 128.5333333 DECEASED LumB NA Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 3 30.00 2 10.792466 10.894585 12.364032 10.412038 12.008131 7.440671 6.420242 5.688362
MB-4354 2 4.07000 Moderate NO 3 Positve NEUTRAL 1 55.01 15.3666667 DECEASED Her2 NA Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 2 35.00 NA 11.430948 7.841076 11.156667 9.744130 12.644232 5.456941 6.010932 5.882053
MB-4357 2 5.04000 Moderate NO 3 Positve NEUTRAL 4ER+ 77.12 114.0333333 DECEASED LumA ER+/HER2- Low Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 20.00 NA 10.979413 10.235839 11.200208 9.822640 12.285222 5.082973 5.936767 6.035253
MB-4360 0 4.01600 Moderate YES 3 Negative GAIN 5 59.16 11.8666667 DECEASED Her2 NA Died of Disease YES Breast Invasive Ductal Carcinoma Positive Negative 3 8.00 3 14.464282 5.534209 8.914040 6.533487 8.340549 5.566327 6.888868 5.575670
MB-4362 0 4.04000 Low NO 3 Positve LOSS 4ER+ 50.08 267.2666667 LIVING Normal NA Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 20.00 1 10.328254 9.245655 11.201997 10.104857 12.387963 6.850548 6.078786 6.660937
MB-4368 3 4.05000 High NO 3 Positve NEUTRAL 8 74.60 119.4666667 DECEASED LumA NA Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 2 25.00 2 11.421221 11.361490 11.390149 10.278305 12.421042 6.415129 5.924414 6.006203
MB-4374 0 4.06000 Moderate NO 3 Positve NEUTRAL 7 77.51 42.5666667 DECEASED LumA NA Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 3 30.00 2 11.557874 12.122446 11.676834 11.601652 12.809228 7.312753 5.916231 5.887343
MB-4375 0 3.03200 Moderate NO 3 Positve NEUTRAL 3 40.04 291.1666667 LIVING Normal NA Living NO Breast Invasive Ductal Carcinoma Negative Positive 2 16.00 1 9.755882 10.233916 10.938075 9.549094 12.446741 7.189315 6.362350 6.341375
MB-4381 3 3.04000 High NO 3 Positve NEUTRAL 7 59.75 61.4666667 DECEASED Normal NA Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 1 20.00 2 12.093745 10.475052 10.390266 10.153084 12.719671 5.889410 5.966528 5.500523
MB-4390 4 5.06000 High NO 3 Positve NEUTRAL 8 68.49 164.3333333 DECEASED LumA NA Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 2 30.00 2 11.025448 12.020225 12.155314 10.631137 12.598866 6.797296 6.130158 6.224015
MB-4395 0 4.06000 High NO 3 Positve NEUTRAL 1 45.21 139.6000000 DECEASED Her2 NA Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 3 30.00 NA 11.333524 10.044885 11.520072 11.228696 12.980776 6.769768 6.402682 6.500468
MB-4407 0 4.02000 Moderate NO 3 Negative NEUTRAL 10 44.40 83.3666667 DECEASED Basal NA Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 10.00 1 10.985029 5.743862 6.360687 7.377054 7.258705 5.279866 6.844651 5.913370
MB-4408 0 4.04000 High NO 3 Negative NEUTRAL 9 71.66 206.5666667 DECEASED Basal ER-/HER2- Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Negative 3 20.00 NA 9.495367 6.073791 5.756651 5.945208 8.342224 5.247924 6.184459 5.201128
MB-4416 3 5.05000 Moderate YES 3 Negative NEUTRAL 4ER- 44.89 241.6000000 DECEASED claudin-low NA Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 25.00 2 9.861147 5.633267 5.980861 6.785391 8.643695 5.352430 6.304016 5.377539
MB-4417 0 4.06400 Moderate NO 3 Negative NEUTRAL 10 68.16 16.7000000 DECEASED Basal NA Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Negative 3 32.00 2 9.980442 6.194692 6.353375 6.576786 8.330734 5.338525 7.209487 6.553770
MB-4418 0 3.04000 High NO 3 Positve NEUTRAL 8 56.11 307.6333333 LIVING LumA NA Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 20.00 1 11.602811 10.647528 10.942869 10.884003 13.348993 7.072620 5.938277 6.582751
MB-4421 0 3.02000 High NO 3 Positve GAIN 7 69.01 264.7666667 DECEASED LumA ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 2 10.00 1 11.450203 11.753457 11.844388 10.758907 13.086078 6.480924 6.032247 5.692795
MB-4426 1 5.09000 Moderate NO 3 Positve NEUTRAL 7 70.84 170.9000000 DECEASED Basal NA Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 3 45.00 2 11.420409 9.049406 9.768453 9.352471 12.167080 6.998912 5.273837 5.536104
MB-4434 1 5.05000 Moderate NO 3 Positve NEUTRAL 9 74.84 148.1000000 DECEASED Her2 NA Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 25.00 2 11.192901 10.808282 11.409458 10.293262 12.187735 5.622315 5.924414 5.865581
MB-4442 0 3.03000 High NO 3 Positve NEUTRAL 8 47.29 296.8666667 LIVING LumA NA Living NO Breast Invasive Ductal Carcinoma Negative Positive 2 15.00 1 11.559815 10.238698 10.931640 11.403312 13.331020 7.048374 5.857584 6.544611
MB-4484 0 4.11000 High NO 3 Positve NEUTRAL 3 66.23 52.3000000 DECEASED Normal NA Died of Disease YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 3 55.00 NA 10.493930 10.249985 11.460192 10.287311 12.069557 7.513504 5.819534 6.237768
MB-4529 0 2.03000 Low NO 3 Positve NEUTRAL 3 61.21 126.4666667 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 1 15.00 1 10.760173 10.202748 11.284024 10.065754 11.986690 5.213373 6.039206 6.356765
MB-4548 1 5.00200 Moderate YES 3 Negative GAIN 4ER- 50.42 322.8333333 LIVING Her2 NA Living YES Breast Invasive Ductal Carcinoma Positive Negative 3 1.00 2 13.999965 5.703593 8.922047 7.070812 10.536358 5.270841 6.011818 6.500610
MB-4557 0 2.06000 High NO 3 Positve NEUTRAL 8 51.25 279.8000000 LIVING LumA NA Living YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 1 30.00 2 11.841974 9.923569 11.143800 10.526160 12.610834 8.500696 6.081673 6.196086
MB-4564 7 6.03600 High NO 3 Positve NEUTRAL 7 74.67 210.4333333 DECEASED LumA NA Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 3 18.00 NA 10.774977 11.591055 11.718605 10.892553 13.027130 8.954639 5.934833 6.356176
MB-4578 1 4.09000 High NO 3 Positve NEUTRAL 7 72.74 197.3333333 DECEASED LumA NA Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 2 45.00 2 11.061091 11.938523 11.896893 10.486743 12.422928 6.264144 6.132151 6.243584
MB-4591 0 4.05000 High NO 3 Positve NEUTRAL 9 71.93 41.1666667 DECEASED LumB NA Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 3 25.00 2 10.982795 12.414062 11.469773 10.039583 12.825499 5.939578 6.815763 5.726748
MB-4593 0 3.03000 Moderate NO 3 Positve NEUTRAL 8 48.44 140.2333333 LIVING LumA NA Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 15.00 1 12.431715 10.814722 12.113307 11.448896 12.435118 6.776564 6.179152 6.137232
MB-4598 6 5.05000 Moderate NO 3 Positve NEUTRAL 8 67.92 119.3666667 DECEASED LumB NA Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 2 25.00 2 11.442946 11.416653 12.097516 10.324941 12.791890 6.838752 6.014885 6.195700
MB-4599 3 5.08000 High NO 3 Positve NEUTRAL 8 63.83 191.1666667 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 40.00 2 11.610728 11.911741 12.279916 11.774709 12.865660 6.576333 6.127526 6.752967
MB-4601 2 5.06000 Low YES 3 Negative GAIN 5 39.14 56.2666667 DECEASED Basal NA Died of Disease NO Breast Invasive Ductal Carcinoma Positive Negative 3 30.00 2 14.141444 5.362209 10.529508 6.707932 11.135231 5.241989 6.223733 6.261591
MB-4602 2 5.04000 Moderate NO 3 Positve NEUTRAL 1 58.38 122.8000000 DECEASED LumB NA Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 20.00 2 10.975432 10.941672 11.588226 10.612192 12.811471 6.399555 6.265549 5.967894
MB-4603 0 3.03000 Moderate NO 3 Positve NEUTRAL 8 42.79 239.2333333 LIVING Normal NA Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 15.00 1 12.132065 9.785892 11.120936 10.650676 13.122200 7.271426 6.154307 5.803493
MB-4607 0 3.03000 Moderate NO 3 Positve NEUTRAL 8 55.42 121.7333333 LIVING LumA NA Living YES Breast Invasive Ductal Carcinoma Negative Negative 2 15.00 1 11.106351 12.060851 11.537080 10.521649 12.936433 5.698533 6.156642 6.219148
MB-4616 0 3.04000 High NO 3 Positve NEUTRAL 8 71.47 90.1333333 DECEASED LumA ER+/HER2- Low Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 2 20.00 1 10.935708 12.415026 11.947913 11.476508 12.343283 7.309217 6.199168 6.435575
MB-4618 0 3.02400 High NO 3 Positve GAIN 1 40.05 267.4000000 LIVING LumB ER+/HER2- High Prolif Living YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 12.00 1 12.007584 9.946026 12.141474 11.011017 12.483332 6.912857 6.736144 6.881310
MB-4621 6 6.10600 Low YES 3 Negative NEUTRAL 10 39.51 271.8666667 LIVING Basal ER-/HER2- Living NO Breast Invasive Ductal Carcinoma Negative Negative 3 53.00 3 8.030378 5.977893 5.633764 7.645951 6.092915 5.333061 6.315422 5.731745
MB-4622 2 5.10000 High YES 3 Negative NEUTRAL 10 40.83 282.8333333 DECEASED claudin-low ER-/HER2- Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 3 50.00 2 10.640412 5.802236 5.619175 5.670090 6.437893 5.288993 6.473190 6.231219
MB-4623 4 5.02000 High NO 3 Positve NEUTRAL 3 61.88 292.0333333 DECEASED LumA ER+/HER2- High Prolif Died of Other Causes YES Breast Mixed Ductal and Lobular Carcinoma Negative Negative 2 10.00 2 10.996767 10.858762 11.445993 10.536437 13.125638 5.595883 6.205205 6.233096
MB-4626 0 4.03000 High NO 3 Positve GAIN 1 64.61 143.0000000 DECEASED Her2 NA Died of Disease YES Breast Invasive Ductal Carcinoma Positive Negative 3 15.00 1 12.981733 11.452672 11.498440 9.506194 12.519585 5.289600 6.030818 5.735240
MB-4627 9 6.04000 Moderate NO 3 Positve NEUTRAL 3 55.65 186.6333333 DECEASED LumA ER+/HER2- High Prolif Died of Other Causes YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 3 20.00 2 10.791974 11.589441 11.648412 10.242622 12.421318 6.134051 6.035893 6.716117
MB-4630 0 3.07000 Moderate NO 3 Positve GAIN 8 67.48 95.8333333 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive NA 35.00 NA 11.875879 12.137181 12.164011 11.090628 13.186727 5.832950 6.266372 5.947248
MB-4633 2 5.05000 Moderate NO 3 Positve NEUTRAL 4ER+ 67.03 318.2000000 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 3 25.00 2 10.905394 12.123997 12.253936 10.893811 11.907104 6.040201 5.883557 6.156927
MB-4634 2 5.03000 Moderate NO 3 Positve NEUTRAL 3 66.37 109.6000000 DECEASED LumA ER+/HER2- High Prolif Died of Disease YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 3 15.00 2 10.618820 11.461353 11.802159 9.228060 12.964314 6.896742 5.889278 6.741347
MB-4639 0 4.06000 High NO 3 Positve LOSS 9 71.17 119.0000000 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 30.00 2 10.964074 10.784350 12.088060 10.649712 12.628208 7.180460 6.210704 6.511176
MB-4640 0 4.05000 Moderate NO 3 Negative GAIN 7 61.59 200.6000000 LIVING Her2 ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 25.00 2 11.979708 6.635341 11.082549 9.504426 10.620981 5.126267 5.938216 6.363178
MB-4641 2 5.03000 Moderate NO 3 Positve NEUTRAL 3 64.93 148.5666667 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 3 15.00 2 10.745699 11.751832 12.295304 10.551047 12.698733 8.178815 5.805233 6.211090
MB-4642 1 5.07000 High NO 3 Positve NEUTRAL 6 66.27 285.7000000 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 35.00 2 10.609116 10.887291 11.627015 10.866821 11.272595 5.950052 6.031454 6.275837
MB-4643 0 4.03000 Low NO 3 Negative GAIN 5 78.21 41.4666667 DECEASED Her2 HER2+ Died of Disease NO Breast Invasive Ductal Carcinoma Positive Negative 3 15.00 1 14.285093 5.765334 11.451603 7.032530 10.730953 5.133948 6.033774 6.562906
MB-4644 1 4.04600 High NO 3 Positve GAIN 5 59.13 90.0000000 DECEASED LumB HER2+ Died of Disease NO Breast Invasive Ductal Carcinoma Positive Negative 2 23.00 NA 13.807469 11.589358 12.120849 10.388356 12.237829 5.250502 6.012003 6.015839
MB-4648 0 4.04000 High NO 3 Positve GAIN 1 75.19 168.5333333 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 3 20.00 1 11.160966 11.408872 12.206965 9.660347 12.176348 7.253022 6.275397 6.027253
MB-4649 0 3.05000 High NO 3 Positve NEUTRAL 3 61.67 16.8333333 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 2 25.00 2 10.558085 11.816407 11.593796 9.848912 12.880325 5.241198 6.161170 5.579228
MB-4651 0 3.07000 High NO 3 Positve NEUTRAL 6 69.96 30.3000000 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 2 35.00 2 8.655956 11.140547 11.588382 10.215493 11.144056 5.343605 6.162872 5.745438
MB-4653 0 4.06200 Low NO 3 Positve GAIN 3 44.50 48.1333333 DECEASED Normal ER+/HER2- Low Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 3 31.00 2 11.341993 9.991981 11.573330 9.836947 12.505153 6.927914 6.363568 6.257268
MB-4654 0 4.04000 NA NO 3 Positve NEUTRAL 8 80.82 64.3000000 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 3 20.00 1 10.824786 11.541784 11.896558 10.623754 12.404998 6.787466 6.531989 6.107052
MB-4655 1 5.03200 Moderate NO 3 Positve NEUTRAL 3 64.01 99.0000000 DECEASED LumA ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 3 16.00 2 11.528464 11.456698 11.037754 10.275722 11.886195 5.810740 6.345412 5.716988
MB-4660 14 6.05600 High YES 3 Negative NEUTRAL 9 37.53 39.8666667 DECEASED Basal NA Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 28.00 2 11.043155 5.504280 6.658327 5.577165 6.805138 5.313527 6.938787 6.225799
MB-4661 0 3.05000 Moderate NO 3 Positve NEUTRAL 7 81.11 234.2333333 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 2 25.00 2 10.987113 11.420208 11.815055 10.954253 11.992481 6.838415 6.341374 6.164114
MB-4663 0 4.08000 Moderate NO 3 Negative GAIN 10 61.97 239.3333333 LIVING Basal HER2+ Living YES Breast Invasive Ductal Carcinoma Positive Negative 3 40.00 2 14.024989 6.095310 10.475183 7.921096 9.300617 5.543915 5.971588 6.697400
MB-4665 0 4.03600 High NO 3 Positve NEUTRAL 4ER+ 54.27 260.2000000 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 3 18.00 1 11.198691 11.046543 11.461783 11.028275 12.293643 7.135878 5.985136 5.957008
MB-4666 9 6.03000 Moderate NO 3 Positve LOSS 7 57.98 111.5666667 DECEASED LumA ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 3 15.00 2 10.208550 10.942561 11.929069 10.657673 12.549941 5.225976 6.188812 6.472498
MB-4667 0 4.04000 High NO 3 Negative NEUTRAL 4ER- 65.58 295.3333333 DECEASED Her2 ER-/HER2- Died of Other Causes YES Breast Invasive Lobular Carcinoma Negative Negative 3 20.00 1 10.625901 6.461930 10.666295 7.325995 11.486629 5.571351 6.105509 5.897503
MB-4669 0 4.04000 Low NO 3 Positve LOSS 6 68.82 119.4666667 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 3 20.00 1 10.301611 11.889685 11.437999 11.204646 12.898186 5.337413 6.241434 6.331838
MB-4670 0 3.04000 Moderate NO 3 Positve NEUTRAL 7 61.00 67.8000000 DECEASED LumA ER+/HER2- Low Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 2 20.00 1 11.827263 12.049062 12.392616 10.241854 12.531610 5.893777 5.852717 6.174721
MB-4671 0 4.06000 High NO 3 Positve NEUTRAL 2 72.48 34.7000000 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 30.00 2 11.514962 12.294996 11.706278 11.027473 12.887476 6.700355 6.085032 6.288007
MB-4672 0 4.05000 Moderate NO 3 Positve GAIN 7 58.78 220.9333333 DECEASED LumA ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 3 25.00 NA 10.816161 11.855999 11.775013 10.921459 12.883741 6.967220 5.567985 5.877103
MB-4673 2 4.04000 Moderate NO 3 Positve GAIN 9 63.27 87.0000000 DECEASED LumB ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 2 20.00 3 11.564008 10.584880 11.809954 10.461458 12.396067 5.416578 6.140288 6.093028
MB-4674 3 4.08000 High NO 3 Positve LOSS 7 75.26 81.0666667 DECEASED LumA ER+/HER2- Low Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 2 40.00 2 11.062017 11.979816 12.238846 10.381612 13.230910 7.197803 5.898021 6.252873
MB-4675 0 4.03600 Moderate NO 3 Positve NEUTRAL 8 59.23 263.0333333 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 18.00 1 11.485667 11.797385 12.101691 12.569841 12.213495 6.140525 5.787062 6.688655
MB-4679 0 4.03000 Low NO 3 Negative NEUTRAL 10 64.11 292.6666667 DECEASED Basal ER-/HER2- Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Negative 3 15.00 1 9.783959 6.653564 6.717560 7.685968 6.592430 5.187011 5.827326 5.599308
MB-4681 0 1.03400 Moderate NO 3 Positve LOSS 3 60.66 251.8000000 DECEASED LumA ER+/HER2- Low Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative NA 17.00 1 10.730132 10.994870 11.855312 11.227817 12.987394 5.500846 6.186826 6.249724
MB-4682 0 4.04000 Moderate NO 3 Positve NEUTRAL 9 65.50 139.5333333 DECEASED LumA ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 3 20.00 NA 11.240719 11.182651 11.434499 10.740514 12.052959 7.556967 6.021052 6.518060
MB-4685 8 6.10000 High NO 3 Positve NEUTRAL 6 73.60 43.3000000 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 3 50.00 2 11.171853 11.042714 11.319348 10.571432 12.162082 5.485907 6.169893 6.337314
MB-4686 3 5.07000 Moderate NO 3 Positve NEUTRAL 3 53.03 48.4333333 DECEASED LumA ER+/HER2- Low Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 35.00 2 10.395670 10.613560 11.121157 10.104908 12.507302 5.580376 5.751764 6.246421
MB-4687 1 5.04000 Moderate NO 3 Positve NEUTRAL 4ER+ 81.98 74.1000000 DECEASED LumA ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Negative 3 20.00 2 10.109038 9.864620 11.171398 8.766979 11.735895 5.277259 6.101704 5.955523
MB-4688 9 5.09000 High NO 3 Positve GAIN 5 71.17 85.3000000 DECEASED LumB HER2+ Died of Disease YES Breast Invasive Ductal Carcinoma Positive Positive 2 45.00 3 14.250418 11.212917 11.858749 10.606855 11.948269 6.315484 5.906092 6.398743
MB-4691 0 4.02000 Moderate NO 3 Positve NEUTRAL 7 49.76 282.5666667 DECEASED LumA ER+/HER2- Low Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 3 10.00 1 11.807381 10.380922 11.441037 10.984609 11.230072 5.451917 6.062291 5.870463
MB-4692 0 2.05000 High NO 3 Positve NEUTRAL 8 58.49 107.2666667 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 1 25.00 NA 11.240384 11.280479 11.774607 10.885443 13.252749 7.545435 5.778595 6.050943
MB-4694 0 4.04000 High NO 3 Positve NEUTRAL 10 76.06 198.3000000 LIVING Basal ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 20.00 1 8.930310 8.409535 6.864172 8.072904 6.730242 5.261715 5.925617 5.980769
MB-4695 2 4.10000 Low NO 3 Positve NEUTRAL 4ER+ 61.12 21.3000000 DECEASED Normal ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Lobular Carcinoma Negative Negative 2 50.00 2 11.135481 10.292019 11.270384 9.433548 13.147643 5.649094 5.677630 6.279252
MB-4696 0 4.09000 Low NO 3 Negative LOSS 10 49.98 255.2666667 LIVING claudin-low ER-/HER2- Living NO Breast Invasive Ductal Carcinoma Negative Negative 3 45.00 NA 10.318845 5.965750 6.357214 8.845469 7.986502 5.274559 6.195857 5.732595
MB-4697 0 1.06000 High NO 3 Positve NEUTRAL 3 79.01 118.0000000 DECEASED NC ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Lobular Carcinoma Negative Negative NA 30.00 NA 10.332530 11.807774 11.232164 10.399483 13.378539 5.469318 5.854512 6.241506
MB-4698 1 5.04000 High NO 3 Positve NEUTRAL 3 59.18 170.6666667 DECEASED LumA ER+/HER2- Low Prolif Died of Disease NO Breast Invasive Lobular Carcinoma Negative Positive 3 20.00 2 10.784260 10.801982 11.522060 10.345954 12.213025 8.083822 5.868023 6.258924
MB-4701 0 4.05000 High NO 3 Positve NEUTRAL 8 47.62 127.5333333 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 25.00 2 11.065270 10.661839 11.759958 10.705708 13.300392 8.787966 5.708947 6.558470
MB-4702 0 4.07000 High NO 3 Positve NEUTRAL 9 52.13 300.8666667 LIVING LumB ER+/HER2- High Prolif Living NO Breast Invasive Ductal Carcinoma Negative Negative 3 35.00 2 9.720360 9.231707 10.958456 10.859280 12.474550 5.328986 5.784940 6.172637
MB-4704 0 4.09800 Moderate NO 3 Positve GAIN 4ER+ 67.79 64.0000000 DECEASED LumA ER+/HER2- Low Prolif Died of Disease NO Breast Mixed Ductal and Lobular Carcinoma Negative Negative 3 49.00 2 11.978764 9.838639 12.048230 10.258875 12.800696 5.245643 5.724918 5.962703
MB-4705 0 3.05400 Low NO 3 Positve NEUTRAL 3 63.58 213.1000000 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 2 27.00 2 10.828656 11.228186 11.610249 10.232397 12.821644 6.306776 5.613090 6.268975
MB-4706 0 4.03000 High NO 3 Positve NEUTRAL 3 75.48 55.6666667 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 3 15.00 1 10.851019 10.832563 11.512095 10.710012 12.095159 5.891135 5.688519 5.837196
MB-4707 0 4.05400 Moderate NO 3 Negative NEUTRAL 10 59.85 221.2000000 LIVING Basal ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 27.00 2 8.762518 5.632179 6.010131 5.562398 6.053066 5.205629 6.493031 6.744715
MB-4708 0 4.03600 Moderate NO 3 Positve NEUTRAL 3 63.03 227.9000000 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Lobular Carcinoma Negative Negative 3 18.00 1 11.292976 11.302377 11.421597 9.608680 12.014911 5.281059 5.671611 6.195733
MB-4709 0 3.04000 Moderate NO 3 Positve NEUTRAL 8 49.02 146.7666667 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 20.00 1 10.993378 10.826249 11.577514 10.509056 12.235277 7.271436 5.841965 6.484131
MB-4710 0 4.03800 Moderate NO 3 Positve NEUTRAL 3 77.12 57.6666667 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 3 19.00 1 11.168918 11.374959 11.581372 10.434499 12.782216 6.523026 5.890967 5.995926
MB-4711 11 6.19800 Low YES 3 Negative GAIN 5 56.07 31.4666667 DECEASED claudin-low ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Positive Negative 3 99.00 3 13.711021 6.325852 10.177049 7.097785 9.628308 5.356921 6.057091 5.634310
MB-4712 0 4.10000 High NO 3 Negative NEUTRAL 9 46.59 249.5333333 DECEASED Normal ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Negative 3 50.00 2 10.844481 7.819356 11.415182 7.951259 11.566899 5.522671 5.929169 6.286643
MB-4714 11 6.00200 High YES 3 Negative NEUTRAL 10 64.68 83.6666667 DECEASED Basal ER-/HER2- Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 3 1.00 2 11.451638 5.756730 5.675331 7.928369 7.096105 5.218476 6.113398 6.951966
MB-4715 1 5.09000 High YES 3 Negative NEUTRAL 8 67.80 35.2333333 DECEASED Basal ER-/HER2- Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 3 45.00 2 10.052359 5.874314 5.754245 7.785865 6.033679 5.226781 6.024630 7.669806
MB-4716 0 4.05600 High NO 3 Positve NEUTRAL 3 52.98 76.1333333 DECEASED LumA ER+/HER2- Low Prolif Died of Disease YES Breast Invasive Lobular Carcinoma Negative Positive 3 28.00 2 11.630291 9.515862 11.069391 10.081179 13.257079 6.719921 5.912383 6.255025
MB-4717 0 4.05000 High NO 3 Negative LOSS 10 43.51 42.9000000 DECEASED Basal ER-/HER2- Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 3 25.00 2 10.308406 5.992585 6.815205 7.229089 8.047778 5.238899 6.169952 5.637121
MB-4718 0 2.19800 Moderate NO 3 Positve NEUTRAL 4ER+ 44.27 198.3333333 DECEASED Normal ER+/HER2- Low Prolif Died of Disease YES Breast Invasive Lobular Carcinoma Negative Positive 1 99.00 2 10.285964 9.179130 11.005293 9.448214 11.606800 7.134620 5.907976 6.245633
MB-4719 4 5.04400 High NO 3 Positve NEUTRAL 8 67.27 81.5666667 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 2 22.00 2 10.997195 11.642127 12.227230 10.308781 12.605583 9.439601 5.605965 6.412046
MB-4721 5 4.12000 Moderate NO 3 Positve NEUTRAL 8 66.39 23.7333333 DECEASED LumA ER+/HER2- Low Prolif Died of Disease YES Breast Invasive Lobular Carcinoma Negative Negative 1 60.00 3 11.630361 10.896693 11.975591 9.798678 12.697379 5.064315 5.856595 6.118473
MB-4723 0 4.03000 Moderate NO 3 Positve GAIN 1 64.76 211.9666667 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 15.00 1 12.383700 12.121946 12.023478 10.546803 12.440984 5.399019 5.967798 6.258992
MB-4724 0 4.04000 High NO 3 Negative GAIN 4ER- 60.44 146.0666667 LIVING Her2 HER2+ Living YES Breast Invasive Ductal Carcinoma Positive Negative 3 20.00 1 13.606879 5.888217 10.819114 8.215956 11.047887 5.310814 5.982331 5.739369
MB-4725 1 5.05200 Moderate NO 3 Positve GAIN 5 65.83 98.7666667 DECEASED Her2 HER2+ Died of Disease NO Breast Invasive Ductal Carcinoma Positive Positive 3 26.00 2 13.718895 10.988005 11.551733 9.062232 12.002283 5.829552 5.940017 6.355214
MB-4729 1 5.05000 Moderate NO 3 Positve GAIN 5 75.41 28.0000000 DECEASED LumA HER2+ Died of Other Causes YES Breast Invasive Ductal Carcinoma Positive Negative 3 25.00 NA 14.531779 10.060291 12.181968 10.085173 12.130205 5.562524 5.949790 6.262222
MB-4730 0 4.13600 High NO 3 Positve NEUTRAL 8 51.29 131.3000000 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive 3 68.00 2 10.786118 10.655139 12.270797 11.942928 12.687926 6.720477 5.648401 6.444532
MB-4731 1 5.12000 High YES 3 Negative GAIN 5 49.43 44.8666667 DECEASED Her2 HER2+ Died of Disease NO Breast Invasive Ductal Carcinoma Positive Negative 3 60.00 NA 14.464282 6.721009 11.854894 8.398655 11.633736 5.016858 5.813484 6.845031
MB-4732 3 5.09000 High YES 3 Negative NEUTRAL 10 26.72 149.8666667 LIVING Basal ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 45.00 2 8.720195 6.974272 6.679448 7.584133 8.371584 5.010729 6.084573 7.285444
MB-4733 4 6.03600 Moderate YES 3 Negative NEUTRAL 4ER- 56.27 19.7333333 DECEASED claudin-low ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 18.00 2 10.736656 6.166700 9.746209 7.733656 10.111886 5.466571 5.906230 5.964825
MB-4735 0 3.08000 Moderate NO 3 Positve NEUTRAL 8 54.18 297.8000000 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 2 40.00 2 10.724891 11.331245 11.912140 11.731638 13.055379 6.287550 5.611871 5.971688
MB-4737 1 5.09200 Moderate NO 3 Positve LOSS 1 52.29 122.2000000 LIVING LumB ER+/HER2- High Prolif Living NO Breast Invasive Ductal Carcinoma Negative Negative 3 46.00 2 9.947783 10.541769 12.109548 10.980664 11.537012 5.307953 6.019829 6.616301
MB-4738 0 3.04000 Low NO 3 Positve NEUTRAL 3 42.27 176.0666667 LIVING Normal ER+/HER2- Low Prolif Living NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 20.00 1 10.691657 10.389105 11.481420 10.344215 12.351360 7.039822 5.477809 6.489695
MB-4739 0 3.03000 High NO 3 Positve NEUTRAL 3 56.08 161.6666667 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 15.00 1 10.459815 10.024982 11.262073 10.158740 11.475649 7.171651 5.697417 6.692236
MB-4741 1 4.04000 High NO 3 Positve NEUTRAL 8 53.02 56.5000000 DECEASED LumB ER+/HER2- Low Prolif Died of Disease NO Breast Invasive Lobular Carcinoma Negative Negative 2 20.00 2 10.302523 10.139101 11.991143 11.964658 12.312951 5.580440 5.463102 6.223814
MB-4742 5 3.07000 Moderate NO 3 Positve NEUTRAL 8 76.42 83.1333333 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive NA 35.00 2 10.703294 11.818825 12.099660 10.672504 12.868241 8.204569 5.653998 6.265294
MB-4743 0 3.03000 Moderate NO 3 Positve NEUTRAL 4ER+ 52.61 230.1666667 LIVING Normal ER+/HER2- Low Prolif Living NO Breast Mixed Ductal and Lobular Carcinoma Negative Negative 2 15.00 1 10.709295 10.003856 11.015143 10.913396 12.651542 5.722723 5.727632 6.172400
MB-4744 2 5.03200 High NO 3 Positve NEUTRAL 8 64.21 153.0000000 DECEASED LumB NA Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 16.00 2 11.136516 11.206686 11.914853 10.582291 13.108683 7.269790 5.650978 6.046410
MB-4745 1 5.07400 Moderate YES 3 Negative GAIN 5 50.08 42.6666667 DECEASED Her2 HER2+ Died of Disease YES Breast Invasive Ductal Carcinoma Positive Negative 3 37.00 2 14.246490 5.217238 10.571271 6.039343 11.139175 5.319957 5.847031 6.704958
MB-4746 3 5.09000 Low YES 3 Negative NEUTRAL 3 38.10 244.4333333 LIVING Normal ER+/HER2- High Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 3 45.00 NA 10.878165 11.632423 11.965372 9.224326 12.413625 6.434101 5.695946 6.497756
MB-4749 0 4.04400 Moderate NO 3 Positve NEUTRAL 8 70.57 51.4666667 DECEASED LumA ER+/HER2- High Prolif Died of Other Causes NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive 3 22.00 2 10.845426 11.622441 12.697656 10.822356 12.666450 6.120655 5.946066 5.818239
MB-4750 1 4.05000 Low NO 3 Positve NEUTRAL 8 73.21 37.7333333 DECEASED LumB ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 2 25.00 2 10.733940 11.197457 12.453808 9.630643 12.984687 6.115877 6.128620 6.345136
MB-4752 1 4.12000 High NO 3 Positve NEUTRAL 6 63.70 125.2666667 DECEASED LumA ER+/HER2- Low Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 2 60.00 3 10.057245 12.314129 11.381606 10.637496 11.087770 5.361091 5.755087 5.775570
MB-4757 3 5.02000 High YES 3 Negative NEUTRAL 10 38.93 27.4000000 DECEASED Basal ER-/HER2- Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 3 10.00 NA 9.201895 6.518205 5.977184 6.430295 7.883279 5.435321 6.304825 6.241061
MB-4758 0 4.02000 Moderate NO 3 Negative NEUTRAL 10 45.77 211.9333333 LIVING Basal ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 10.00 NA 9.925265 5.934161 5.826181 6.832790 7.290072 5.252458 6.111114 6.869786
MB-4760 1 2.03000 Moderate NO 3 Positve NEUTRAL 4ER+ 48.41 124.8000000 DECEASED LumA ER+/HER2- Low Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive NA 15.00 NA 9.732965 10.045257 11.879736 10.977266 12.123735 6.906734 5.802742 6.343766
MB-4762 0 3.03000 High NO 3 Positve NEUTRAL 7 67.82 252.1000000 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 15.00 1 10.553103 11.123644 11.540184 10.463804 12.240674 7.936486 5.755828 6.508437
MB-4763 1 5.06000 Moderate YES 3 Negative GAIN 5 44.07 102.1000000 LIVING Her2 HER2+ Living YES Breast Invasive Ductal Carcinoma Positive Negative 3 30.00 2 13.391568 6.997057 11.374167 7.319712 11.597632 5.383952 6.149597 6.693803
MB-4764 0 4.10000 Moderate NO 3 Positve NEUTRAL 3 57.95 245.5000000 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Lobular Carcinoma Negative Positive 3 50.00 2 10.155479 9.971424 11.311972 9.939269 11.642912 5.936342 5.789587 6.594204
MB-4767 1 5.08000 High NO 3 Positve LOSS 9 74.86 47.1333333 DECEASED LumB ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 3 40.00 2 9.347277 11.245141 11.410456 10.457122 12.402476 5.976957 6.141252 5.731641
MB-4769 0 4.07000 High NO 3 Negative NEUTRAL 1 65.86 21.7000000 DECEASED Basal ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 35.00 2 9.546298 6.920879 8.589109 8.854252 9.463765 5.294900 6.304318 7.254148
MB-4770 0 4.02600 High NO 3 Negative GAIN 10 70.22 152.0666667 DECEASED Her2 ER-/HER2- Died of Other Causes NO Breast Invasive Ductal Carcinoma Positive Negative 3 13.00 1 12.797729 6.098615 10.752375 8.401446 9.788736 5.522384 5.719307 7.058939
MB-4771 0 3.06000 Moderate NO 3 Positve NEUTRAL 8 47.86 297.2333333 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 30.00 2 10.505800 9.722461 11.348066 10.327418 12.976486 7.137906 5.728571 6.344016
MB-4778 0 3.05000 Moderate NO 3 Positve NEUTRAL 4ER+ 78.62 206.1333333 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 25.00 2 10.077371 10.341223 12.120264 11.315186 12.645303 6.112401 5.963156 6.231471
MB-4779 2 4.02600 Moderate NO 3 Positve NEUTRAL 3 53.39 101.5666667 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 13.00 2 10.559855 9.689871 11.568252 10.102272 11.667831 6.283904 6.163285 5.955780
MB-4784 0 4.04000 Moderate NO 3 Positve NEUTRAL 1 63.35 145.7333333 DECEASED Normal ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Negative 3 20.00 NA 10.155947 10.848809 10.702251 9.773585 12.352226 5.380002 5.936575 5.582173
MB-4785 0 3.05600 High NO 3 Positve LOSS 8 75.46 121.6666667 DECEASED LumA ER+/HER2- Low Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 2 28.00 2 11.086953 11.916583 11.888675 10.157478 12.525542 7.464985 5.988822 6.459654
MB-4787 0 3.06000 Moderate NO 3 Positve GAIN 6 68.85 81.0666667 DECEASED LumA ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 2 30.00 2 10.727941 11.684159 11.141726 10.687627 11.374087 5.798832 5.887776 6.166661
MB-4790 0 3.05600 Moderate NO 3 Positve GAIN 7 43.73 70.4666667 DECEASED LumA ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 2 28.00 2 10.927643 10.889647 11.768829 10.174781 12.624574 5.755422 6.088077 6.634065
MB-4791 0 2.04000 Moderate NO 3 Positve NEUTRAL 4ER+ 83.49 173.8333333 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Negative 1 20.00 1 9.721588 9.103726 12.025663 9.965476 12.178693 5.427243 6.325281 6.107237
MB-4792 2 5.04000 Low YES 3 Negative NEUTRAL 10 49.92 40.6333333 DECEASED Basal ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 20.00 2 10.082290 5.702698 6.053796 6.531982 8.277900 5.309557 5.944474 7.209570
MB-4793 0 4.10000 High NO 3 Negative NEUTRAL 10 72.49 83.3666667 DECEASED Basal NA Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 3 50.00 2 10.624849 5.747028 6.046375 8.132634 9.982774 5.470032 6.081673 6.012981
MB-4794 3 2.07000 High NO 3 Positve NEUTRAL 7 89.00 45.5000000 DECEASED LumA ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive NA 35.00 2 10.390711 11.510651 11.621631 10.261968 12.637334 6.338181 5.942711 6.584516
MB-4796 0 3.05000 High NO 3 Positve GAIN 5 53.18 128.2666667 LIVING LumB HER2+ Living NO Breast Invasive Ductal Carcinoma Positive Negative 2 25.00 2 14.569621 11.808203 12.875722 10.419033 11.873542 5.221466 6.191770 6.359984
MB-4797 0 3.04000 High NO 3 Positve GAIN 2 81.06 99.3666667 DECEASED LumA ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Lobular Carcinoma Negative Negative 2 20.00 1 11.253700 12.151997 12.165945 10.586085 13.370327 5.542314 6.055084 5.734244
MB-4798 0 3.05000 High NO 3 Positve NEUTRAL 3 44.51 257.1666667 LIVING Normal NA Living YES Breast Invasive Lobular Carcinoma Negative Positive 2 25.00 2 11.112226 10.791862 11.151743 10.749906 13.174508 6.715193 5.838722 5.869573
MB-4800 0 4.05000 Moderate NO 3 Positve GAIN 6 61.30 110.9333333 DECEASED LumA ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 3 25.00 2 11.102600 11.270581 12.193770 10.395278 11.235840 5.789775 5.958776 6.102932
MB-4801 7 6.07000 Moderate NO 3 Positve NEUTRAL 8 65.83 130.3666667 DECEASED LumA ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 3 35.00 2 10.538988 12.039398 12.037510 10.106581 11.611710 8.184597 6.158735 6.273211
MB-4805 0 4.07000 Moderate NO 3 Positve NEUTRAL 7 45.39 129.8000000 DECEASED LumA ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 3 35.00 2 10.612242 10.680008 11.497079 10.009940 11.669482 6.678198 5.705789 6.432561
MB-4806 1 4.02000 Moderate NO 3 Positve NEUTRAL 3 49.77 201.7666667 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 2 10.00 2 10.250301 10.968946 11.838664 10.794227 11.874393 7.937848 6.338800 6.205453
MB-4809 0 4.02800 High NO 3 Negative GAIN 10 43.77 286.0666667 LIVING Basal ER-/HER2- Living NO Breast Invasive Ductal Carcinoma Negative Negative 3 14.00 1 11.494748 7.817093 5.952573 7.792292 7.443273 5.329318 5.967694 5.880917
MB-4814 0 3.10000 Moderate NO 3 Positve NEUTRAL 4ER+ 39.92 73.4666667 DECEASED Normal ER+/HER2- Low Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 2 50.00 2 8.978401 10.911854 11.185698 9.865730 9.811906 5.977962 6.131343 6.905702
MB-4818 1 4.11400 High NO 3 Positve NEUTRAL 3 75.74 76.2333333 DECEASED LumB ER+/HER2- Low Prolif Died of Other Causes YES Breast Mixed Ductal and Lobular Carcinoma Negative Negative 2 57.00 3 10.409068 12.070049 11.927659 10.596559 11.955012 5.406709 5.885902 6.389215
MB-4820 2 2.03200 High NO 3 Positve NEUTRAL 2 67.19 57.3000000 DECEASED LumA ER+/HER2- Low Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive NA 16.00 NA 9.904868 12.997407 12.761283 11.295143 12.999096 6.412301 6.502935 5.796120
MB-4822 0 3.02000 Moderate NO 3 Positve NEUTRAL 4ER+ 76.88 91.6333333 DECEASED LumA ER+/HER2- Low Prolif Died of Disease NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 10.00 1 10.286258 10.787208 11.579059 11.418258 11.852329 6.044488 6.061199 6.263039
MB-4823 NA 3.00200 NA NO 3 Positve GAIN 5 64.15 282.3000000 DECEASED Her2 HER2+ Died of Other Causes NO Invasive Breast Carcinoma Positive Negative 2 1.00 1 13.783649 6.121048 11.690796 7.430683 11.801157 5.281347 6.311320 5.935602
MB-4825 0 3.02000 Moderate NO 3 Positve NEUTRAL 8 65.93 214.4333333 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 2 10.00 1 10.314922 12.357548 11.911104 10.540269 11.784465 7.257249 5.864334 6.725446
MB-4827 0 3.04400 High NO 3 Positve NEUTRAL 3 78.54 45.7000000 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Negative 2 22.00 2 11.223691 12.326148 11.900002 11.207371 12.259809 5.371768 5.837539 6.195396
MB-4828 2 5.16000 High NO 3 Positve NEUTRAL 1 78.87 42.5000000 DECEASED LumB ER-/HER2- Died of Disease YES Breast Invasive Lobular Carcinoma Negative Negative 3 80.00 3 10.897242 11.639861 11.416645 10.853555 12.386062 5.374788 6.255750 6.417461
MB-4829 1 2.02000 Moderate NO 3 Positve NEUTRAL 7 83.27 176.2666667 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes YES Breast Mixed Ductal and Lobular Carcinoma Negative Negative NA 10.00 2 10.405530 11.196565 12.022734 10.244995 12.504782 5.488687 5.774950 6.571658
MB-4832 0 2.02200 Moderate NO 3 Positve NEUTRAL 3 45.44 141.7333333 DECEASED LumA ER+/HER2- Low Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 1 11.00 1 11.187826 9.979798 11.771282 10.444316 12.591149 7.154027 5.749216 6.295434
MB-4834 2 5.05000 High NO 3 Positve LOSS 1 49.61 36.1666667 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 25.00 NA 9.752217 11.645250 10.823635 9.825643 12.110608 5.623473 6.297570 6.683342
MB-4836 0 4.03200 Moderate NO 3 Positve NEUTRAL 4ER+ 55.66 23.4333333 DECEASED Her2 ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 16.00 NA 11.425543 10.883067 10.841389 10.122346 13.386991 5.819705 6.094824 6.166974
MB-4838 0 3.19800 High NO 3 Positve GAIN 8 74.39 200.7666667 DECEASED LumB NA Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 2 99.00 3 11.504060 11.955652 11.958882 10.484653 13.228770 5.662816 5.806336 6.096716
MB-4843 0 2.06000 Moderate NO 3 Positve NEUTRAL 8 54.35 265.1333333 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive NA 30.00 2 10.127610 8.606998 11.370750 8.274151 12.369879 7.759730 6.109982 6.707403
MB-4845 19 3.04000 Moderate NO 3 Positve NEUTRAL 8 86.75 25.4666667 DECEASED LumA ER+/HER2- Low Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive NA 20.00 2 10.543573 11.979830 12.388434 10.793921 13.144719 8.030007 5.876926 6.398818
MB-4846 0 3.05000 Low NO 3 Positve GAIN 5 63.07 101.6333333 DECEASED LumB HER2+ Died of Disease YES Breast Invasive Lobular Carcinoma Positive Positive 2 25.00 2 13.102111 10.830270 11.397770 10.046485 12.294440 6.680101 5.815192 5.942129
MB-4849 0 4.06000 Moderate NO 3 Positve NEUTRAL 8 81.52 45.3333333 DECEASED LumA ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 3 30.00 2 11.584592 12.037175 12.166111 11.762619 12.501990 5.499465 6.222887 5.875695
MB-4851 1 4.05000 Moderate NO 3 Positve NEUTRAL 2 73.95 90.2666667 DECEASED LumA ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 2 25.00 2 10.560881 11.852769 11.823955 10.604111 11.917143 6.062227 5.743790 6.243581
MB-4853 0 3.03200 Moderate NO 3 Positve NEUTRAL 8 62.35 265.9333333 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Lobular Carcinoma Negative Positive NA 16.00 1 11.296065 11.224192 11.703145 11.084075 12.510977 6.983033 5.913090 6.190650
MB-4855 2 5.06000 High NO 3 Positve NEUTRAL 7 74.80 41.4666667 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 3 30.00 NA 10.815693 10.733275 10.930762 10.494977 12.032808 6.240132 5.573596 6.354154
MB-4858 0 4.03000 High NO 3 Positve GAIN 5 74.56 129.3333333 DECEASED LumA HER2+ Died of Other Causes NO Breast Invasive Ductal Carcinoma Positive Negative 3 15.00 NA 14.306006 8.852858 11.954227 9.279421 12.301602 5.636184 6.138741 5.664432
MB-4859 0 3.03400 Low NO 3 Positve NEUTRAL 4ER+ 74.29 157.8000000 DECEASED claudin-low ER-/HER2- Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 2 17.00 1 9.624099 7.159791 9.643358 8.497525 11.898399 5.417054 5.653704 6.592607
MB-4860 0 3.02000 Low NO 3 Positve NEUTRAL 3 44.95 234.6000000 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Lobular Carcinoma Negative Positive 2 10.00 1 9.488241 10.823470 12.035127 10.334700 12.142705 8.196113 5.726660 6.198271
MB-4862 0 4.04600 High NO 3 Positve NEUTRAL 1 64.32 187.3000000 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 23.00 2 10.145489 10.574435 11.379800 9.641288 10.194489 6.108761 6.132094 6.750006
MB-4865 0 4.07000 Low NO 3 Negative NEUTRAL 10 50.70 229.9000000 LIVING claudin-low ER-/HER2- Living NO Breast Invasive Ductal Carcinoma Negative Negative 3 35.00 2 8.013835 5.799361 6.573132 6.299030 6.109300 5.228884 5.785109 6.998911
MB-4866 0 2.04000 High NO 3 Positve GAIN 4ER+ 43.86 224.3000000 LIVING LumA HER2+ Living NO Breast Invasive Ductal Carcinoma Negative Positive 1 20.00 1 12.496629 8.895719 11.460383 10.508934 12.356100 6.643290 5.994441 6.021400
MB-4867 0 3.05000 Moderate NO 3 Positve NEUTRAL 3 47.03 221.9000000 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 2 25.00 2 10.625355 10.485458 11.522123 9.858487 11.926784 7.993343 5.760108 6.645786
MB-4869 2 4.06000 High NO 3 Positve NEUTRAL 8 67.12 29.3000000 DECEASED LumA ER+/HER2- Low Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 2 30.00 2 10.409050 11.074631 11.495747 10.364492 12.271676 7.738088 5.711923 6.174084
MB-4870 0 2.05000 Low NO 3 Positve NEUTRAL 3 57.33 229.0666667 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 1 25.00 2 9.394090 11.641538 11.086919 9.914750 11.991981 8.115694 5.756853 6.297551
MB-4871 0 3.08000 High NO 3 Negative GAIN 5 74.53 39.8000000 DECEASED Normal HER2+ Died of Disease NO Breast Invasive Ductal Carcinoma Positive Negative 2 40.00 2 12.845037 6.295644 10.450100 7.315446 11.200076 5.580649 5.714155 5.463020
MB-4872 1 4.04000 Moderate NO 3 Positve NEUTRAL 3 58.69 157.1000000 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Lobular Carcinoma Negative Positive 2 20.00 NA 9.191462 10.098720 11.296280 10.668619 12.196087 6.678671 5.748981 6.483850
MB-4873 14 5.06000 Moderate NO 3 Positve NEUTRAL 8 64.47 117.6666667 DECEASED LumB NA Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 2 30.00 3 10.563450 10.117158 11.366980 11.187993 12.809287 6.552932 5.747801 6.623756
MB-4876 0 3.05600 Low NO 3 Positve NEUTRAL 4ER+ 42.45 150.6000000 DECEASED claudin-low ER-/HER2- Died of Disease YES Breast Invasive Lobular Carcinoma Negative Negative 2 28.00 2 9.542518 9.841730 9.936651 9.136872 9.979950 5.539268 6.263869 6.313277
MB-4878 0 3.05000 Moderate NO 3 Positve GAIN 5 79.35 22.4666667 DECEASED LumA HER2+ Died of Disease NO Breast Invasive Ductal Carcinoma Positive Negative 2 25.00 2 13.129406 11.083813 11.517119 10.024343 12.500599 5.762340 5.661551 6.161260
MB-4881 0 4.07000 High NO 3 Negative NEUTRAL 10 37.05 274.2000000 LIVING Basal ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 35.00 NA 9.024616 5.607743 5.875802 7.306320 8.289310 5.546584 6.293278 6.907466
MB-4886 1 5.09000 Moderate YES 3 Negative GAIN 5 43.42 48.1666667 DECEASED Her2 HER2+ Died of Disease NO Breast Invasive Ductal Carcinoma Positive Negative 3 45.00 2 14.335036 6.057178 10.932534 8.810647 11.877184 5.482941 5.638379 6.237774
MB-4887 3 5.06600 Moderate NO 3 Positve GAIN 4ER+ 52.09 35.4000000 DECEASED Normal ER+/HER2- Low Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 3 33.00 2 12.385144 10.078264 10.572096 9.072069 10.935700 5.628720 5.748080 5.767209
MB-4888 0 4.03200 High NO 3 Negative NEUTRAL 4ER- 63.95 230.5000000 LIVING claudin-low ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 16.00 1 9.750385 6.007945 6.664783 6.722200 9.422233 5.568858 6.502999 6.190227
MB-4893 3 5.04000 Low YES 3 Negative NEUTRAL 10 33.04 176.7000000 LIVING claudin-low ER-/HER2- Living NO Breast Invasive Ductal Carcinoma Negative Negative 3 20.00 2 8.835587 6.507488 6.858434 7.357131 7.729811 5.489001 5.731799 5.964897
MB-4894 0 4.07000 Moderate NO 3 Positve NEUTRAL 8 47.71 232.4000000 LIVING LumA ER+/HER2- High Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 3 35.00 2 10.666060 10.483453 12.011651 10.523164 12.374549 7.061933 6.211528 6.634292
MB-4896 0 4.06000 Low NO 3 Negative GAIN 5 41.53 64.8666667 DECEASED Basal HER2+ Died of Disease NO Breast Invasive Ductal Carcinoma Positive Negative 3 30.00 2 14.389167 6.630826 11.261680 8.054359 11.864433 5.376213 6.046913 6.833191
MB-4897 0 2.00200 Low NO 3 Positve NEUTRAL 4ER+ 40.04 197.4333333 LIVING Normal ER+/HER2- Low Prolif Living NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive 1 1.00 1 10.970499 9.359207 11.030015 9.954180 11.665845 6.713930 5.823365 6.544776
MB-4898 0 3.02000 Moderate NO 3 Positve NEUTRAL 7 63.63 117.9000000 DECEASED LumA ER+/HER2- Low Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 2 10.00 NA 10.612702 11.818825 11.625876 9.935288 12.374834 7.212681 5.986462 6.944511
MB-4899 0 3.04000 High NO 3 Positve NEUTRAL 3 40.25 275.7333333 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 20.00 1 10.762976 10.310374 11.468530 10.837686 11.656337 7.811756 5.884909 6.787099
MB-4900 0 3.03600 High NO 3 Positve NEUTRAL 6 47.61 224.6000000 LIVING LumB ER+/HER2- High Prolif Living NO Breast Invasive Ductal Carcinoma Negative Negative 2 18.00 1 9.803111 9.499641 10.635529 9.172431 11.522548 5.557533 6.094553 6.473250
MB-4904 1 5.00000 Moderate YES 3 Negative GAIN 5 64.30 129.2333333 DECEASED claudin-low HER2+ Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 3 NA 3 12.308752 6.449781 10.671262 7.588089 10.253495 5.450319 6.023717 6.092987
MB-4906 2 3.05200 Moderate NO 3 Positve NEUTRAL 9 73.03 233.8666667 DECEASED LumA ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 1 26.00 2 9.982169 11.503290 11.513499 10.582195 12.651492 6.312562 5.813312 6.464249
MB-4908 3 5.08000 Moderate NO 3 Positve GAIN 5 69.87 47.9000000 DECEASED LumB HER2+ Died of Disease YES Breast Invasive Ductal Carcinoma Positive Positive 3 40.00 2 13.524311 11.622914 11.689809 9.981053 12.332277 6.359904 6.133642 5.534855
MB-4911 2 5.03000 High YES 3 Negative NEUTRAL 10 43.51 31.4333333 DECEASED Basal ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 15.00 2 9.944453 5.908000 5.462562 5.769169 5.668834 5.224645 6.526250 7.431553
MB-4912 3 4.05600 High NO 3 Positve NEUTRAL 8 78.19 50.0000000 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 2 28.00 2 10.029589 11.432645 11.991795 10.828150 12.335618 8.062936 6.297613 6.677539
MB-4925 1 4.05000 Moderate NO 3 Positve NEUTRAL 7 76.54 102.7666667 DECEASED LumB NA Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 2 25.00 2 9.999154 11.122112 11.152958 9.229785 11.662501 6.347141 5.744985 6.498532
MB-4928 1 5.04400 Moderate NO 3 Positve GAIN 5 75.20 220.0333333 LIVING Her2 NA Living NO Breast Invasive Ductal Carcinoma Negative Negative 3 22.00 2 11.393104 7.976116 10.778838 8.715372 11.191656 5.667394 5.605987 6.854499
MB-4929 6 6.05200 Moderate NO 3 Positve GAIN 5 59.49 40.0000000 DECEASED Her2 HER2+ Died of Disease YES Breast Invasive Ductal Carcinoma Positive Negative 3 26.00 2 14.372870 7.305797 11.886034 9.279379 12.621177 5.261117 5.949567 6.499350
MB-4930 2 5.06000 High NO 3 Positve GAIN 9 62.43 58.4333333 LIVING LumB HER2+ Living YES Breast Invasive Ductal Carcinoma Positive Negative 3 30.00 2 12.653968 11.707759 11.353646 9.558711 11.525516 5.519550 5.652209 6.532484
MB-4931 0 4.06000 High NO 3 Negative NEUTRAL 10 58.39 30.3666667 DECEASED claudin-low NA Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 3 30.00 2 8.799370 5.893517 8.622245 6.453112 6.231467 5.316237 5.511809 5.547975
MB-4933 0 3.06000 High NO 3 Positve NEUTRAL 4ER+ 50.78 272.9000000 LIVING LumA ER+/HER2- High Prolif Living NO Breast Invasive Ductal Carcinoma Negative Negative 2 30.00 2 9.954922 9.741784 11.025582 10.769776 12.891866 5.744309 6.085487 6.651587
MB-4934 4 5.05600 High NO 3 Positve NEUTRAL 7 74.85 70.2333333 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 28.00 2 9.850857 10.958296 11.243562 10.559734 12.363706 7.040413 6.188812 6.568954
MB-4935 3 5.04600 Moderate YES 3 Negative GAIN 5 36.35 194.2000000 LIVING Her2 HER2+ Living NO Breast Invasive Ductal Carcinoma Positive Negative 3 23.00 2 14.335036 5.616576 9.753514 7.395318 11.751364 5.117897 6.212464 5.951098
MB-4937 0 4.04000 High NO 3 Positve NEUTRAL 6 41.09 77.2333333 DECEASED LumB ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 3 20.00 1 9.973517 10.024005 11.371272 9.443940 10.819257 6.023079 6.239522 6.197813
MB-4938 1 4.05000 High YES 3 Negative NEUTRAL 10 33.92 70.6000000 DECEASED Basal ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 2 25.00 2 9.397884 5.693068 6.409735 7.285222 8.287446 5.500554 5.893695 6.616498
MB-4941 0 3.04000 Moderate NO 3 Positve NEUTRAL 4ER+ 57.32 58.6333333 DECEASED LumA ER+/HER2- Low Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 2 20.00 1 10.364080 9.067555 10.616620 10.037061 11.841025 6.210013 5.931898 6.345357
MB-4942 0 4.05400 Low NO 3 Negative GAIN 10 60.31 124.1333333 DECEASED claudin-low ER-/HER2- Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 3 27.00 2 10.503643 5.611025 6.158571 6.998680 7.578528 5.241167 6.029488 6.645686
MB-4944 0 3.03600 High NO 3 Positve NEUTRAL 2 77.77 237.2666667 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 2 18.00 1 10.422612 11.961801 12.322996 11.396478 12.602331 6.651087 5.860477 6.202211
MB-4945 1 5.03800 Moderate YES 3 Negative NEUTRAL 9 65.53 20.1333333 DECEASED Basal ER-/HER2- Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 3 19.00 NA 10.782921 6.290409 6.712297 6.920411 7.307290 5.250994 5.883024 6.805430
MB-4949 0 4.04400 Moderate NO 3 Positve NEUTRAL 1 69.75 216.9666667 LIVING LumB NA Living NO Breast Invasive Ductal Carcinoma Negative Negative 3 22.00 2 9.999380 11.531386 11.203957 8.954860 10.672695 5.703314 6.572646 6.678896
MB-4950 12 6.06000 Moderate NO 3 Positve NEUTRAL 3 69.99 150.6000000 DECEASED LumA ER+/HER2- Low Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 30.00 2 10.749917 10.370165 11.340657 9.710365 11.579951 7.297756 5.364667 6.521939
MB-4952 0 4.04200 Moderate NO 3 Negative GAIN 4ER- 67.15 184.4000000 LIVING Her2 HER2+ Living YES Breast Invasive Ductal Carcinoma Positive Negative 3 21.00 2 14.386609 6.189117 10.272059 7.671953 11.234823 5.265723 5.688501 6.738625
MB-4956 4 6.12000 High NO 3 Positve NEUTRAL 1 69.31 69.3000000 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 60.00 3 10.456898 11.115958 11.514248 10.053826 12.713041 5.618066 5.805631 7.126371
MB-4959 0 2.02600 Moderate NO 3 Positve NEUTRAL 3 76.93 117.5666667 DECEASED LumA ER+/HER2- Low Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 1 13.00 1 10.330967 11.134224 11.413447 10.001307 12.471031 7.357508 5.547856 6.190485
MB-4961 0 3.05000 Moderate NO 3 Positve NEUTRAL 8 56.94 219.4666667 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 25.00 2 10.315014 11.290888 12.186665 9.843229 12.439455 8.787114 5.644841 6.612701
MB-4962 2 4.02800 Moderate NO 3 Positve NEUTRAL 8 72.44 197.8333333 DECEASED LumA ER+/HER2- Low Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 2 14.00 NA 10.365037 12.055964 11.837851 10.952405 12.672157 7.259114 5.351801 6.921266
MB-4965 0 3.06000 Moderate NO 3 Positve NEUTRAL 4ER+ 69.93 263.6000000 DECEASED LumA ER+/HER2- High Prolif Died of Other Causes NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 30.00 2 9.978338 12.099861 12.330447 10.757294 12.370998 6.836665 5.582634 6.439739
MB-4966 6 4.10000 High NO 3 Positve NEUTRAL 3 55.83 49.3000000 DECEASED LumB ER+/HER2- Low Prolif Died of Disease NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive 1 50.00 2 10.231421 9.637882 11.601882 11.168617 11.730529 6.568648 6.296952 6.248652
MB-4967 1 4.03000 Moderate NO 3 Positve NEUTRAL 3 61.16 130.7000000 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 2 15.00 2 10.250846 10.269352 11.479572 9.446450 12.065001 7.897867 5.714059 6.140614
MB-4968 5 5.05000 High NO 3 Positve NEUTRAL 4ER+ 56.03 78.7000000 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Lobular Carcinoma Negative Positive 2 25.00 2 10.534406 11.885312 12.073426 10.556315 12.440711 7.061968 5.833766 6.073546
MB-4969 0 3.05000 High NO 3 Positve NEUTRAL 7 76.81 198.1000000 DECEASED LumA ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 2 25.00 2 10.409068 12.007335 11.883889 10.302114 12.682943 8.005731 6.160730 6.566306
MB-4970 0 3.06000 High NO 3 Positve NEUTRAL 8 77.45 88.8000000 DECEASED LumB ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 2 30.00 NA 10.137891 12.682509 12.362595 10.197811 11.642473 8.530642 6.457595 6.766969
MB-4974 0 4.03600 Moderate NO 3 Negative NEUTRAL 10 65.16 176.1000000 DECEASED Basal ER-/HER2- Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 3 18.00 1 9.687153 5.857223 5.461567 5.827186 6.406716 5.163825 5.687102 5.688397
MB-4976 3 3.04000 High NO 3 Positve NEUTRAL 8 73.65 224.1000000 DECEASED LumA NA Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 1 20.00 NA 10.640408 11.192677 11.880635 10.711485 13.227927 6.903618 6.146858 5.988129
MB-4977 5 6.04400 Moderate NO 3 Positve NEUTRAL 8 72.54 216.7333333 DECEASED LumA ER+/HER2- Low Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 22.00 NA 11.158782 10.932945 12.223979 10.567103 13.031147 6.970317 5.687620 5.797360
MB-4978 0 2.04000 Low NO 3 Positve NEUTRAL 3 58.89 198.4333333 LIVING Normal ER+/HER2- Low Prolif Living NO Breast Invasive Lobular Carcinoma Negative Negative NA 20.00 1 11.652624 8.943807 10.730022 10.386829 13.180075 5.372744 5.456130 5.976970
MB-4981 4 6.06000 High NO 3 Positve NEUTRAL 3 69.67 180.7666667 DECEASED LumA ER+/HER2- Low Prolif Died of Disease NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive 3 30.00 NA 10.789348 9.461258 11.394710 9.213406 12.748150 5.959839 5.662970 5.606038
MB-4982 5 6.03400 Moderate NO 3 Positve GAIN 4ER+ 62.99 19.1666667 DECEASED Her2 ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 17.00 NA 9.935761 7.287505 10.534478 7.909977 11.147689 5.326257 6.250139 5.469301
MB-4986 0 3.10000 High NO 3 Positve NEUTRAL 9 41.00 79.8000000 DECEASED LumA ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 2 50.00 2 11.376870 9.890622 11.466573 10.521748 11.823716 5.494589 5.912009 6.603295
MB-4987 0 3.04000 Low NO 3 Negative NEUTRAL 8 76.37 221.7666667 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Negative 2 20.00 1 10.814733 10.825830 11.571389 10.239404 13.477434 5.691197 5.950554 6.014945
MB-4991 1 5.08000 High NO 3 Positve GAIN 6 77.13 126.8666667 LIVING LumB ER+/HER2- High Prolif Living NO Breast Invasive Ductal Carcinoma Negative Negative 3 40.00 2 11.369587 11.351572 11.315008 9.644805 11.031861 5.370269 6.075958 5.647467
MB-4992 0 3.06600 High NO 3 Negative NEUTRAL 3 66.47 165.3666667 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Lobular Carcinoma Negative Negative 2 33.00 2 11.836138 7.103714 11.890750 9.544789 12.695886 5.432996 5.913601 5.882710
MB-4993 4 6.10000 High YES 3 Negative NEUTRAL 4ER- 33.55 75.2333333 DECEASED Her2 ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 50.00 2 9.914527 6.118153 10.919193 6.556488 11.218304 5.473237 5.886310 5.608969
MB-4994 0 3.04400 High NO 3 Positve NEUTRAL 8 77.54 174.1333333 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 2 22.00 2 10.884304 11.878291 11.917213 10.010801 12.879315 6.782811 5.788836 6.327204
MB-4996 1 3.03600 Low NO 3 Positve NEUTRAL 7 69.65 99.7666667 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 1 18.00 2 10.833893 12.225408 11.629924 10.714192 12.946561 6.581507 5.465954 6.074095
MB-4998 6 6.06400 High NO 3 Positve NEUTRAL 8 75.27 65.5666667 DECEASED LumB ER+/HER2- High Prolif Died of Disease NO Breast Invasive Lobular Carcinoma Negative Negative 3 32.00 2 11.561283 10.305934 12.499154 11.816256 13.175158 5.197827 6.006684 6.065594
MB-4999 0 3.06000 Moderate NO 3 Positve NEUTRAL 7 44.84 187.9333333 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 30.00 2 11.153415 9.735154 11.180578 10.678052 13.784270 6.315911 5.969988 6.253359
MB-5001 1 4.04200 High NO 3 Positve NEUTRAL 4ER+ 71.61 81.8000000 DECEASED LumA ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 2 21.00 2 10.420813 11.451650 10.013235 10.828946 13.851092 5.430242 5.859877 5.477618
MB-5004 2 5.07400 High YES 3 Negative NEUTRAL 4ER- 42.84 216.7333333 LIVING Her2 ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 37.00 2 10.987762 8.326818 9.974846 9.400043 12.402310 5.524705 5.590619 5.518192
MB-5008 2 5.12000 High YES 3 Negative NEUTRAL 10 65.76 223.3000000 LIVING Her2 ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 60.00 3 11.236426 7.179146 10.890724 8.722423 11.271963 5.123477 6.214526 5.486579
MB-5011 0 3.04600 High NO 3 Positve NEUTRAL 3 67.68 80.5000000 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 23.00 2 10.718235 10.156039 11.511345 10.093727 12.735770 8.522225 6.106076 5.765193
MB-5013 1 4.04000 High NO 3 Positve NEUTRAL 3 68.56 251.2000000 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 2 20.00 2 10.952687 11.696582 12.099362 10.783420 13.062651 7.646811 5.685400 5.891799
MB-5014 1 5.04000 Moderate NO 3 Positve NEUTRAL 6 69.93 213.3666667 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 20.00 NA 10.267901 10.629397 12.083008 9.708205 12.973354 7.383189 5.796096 6.239155
MB-5015 0 4.04400 High NO 3 Positve NEUTRAL 8 44.36 252.3000000 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 3 22.00 2 11.578476 11.529882 11.803969 10.923554 12.415819 7.238403 6.106858 6.755970
MB-5017 6 6.02800 Moderate NO 3 Positve NEUTRAL 4ER+ 65.86 144.9333333 LIVING claudin-low ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 14.00 2 10.225503 9.231365 10.701948 9.509422 11.523351 5.413741 5.956989 6.304790
MB-5018 3 4.06000 High NO 3 Positve NEUTRAL 8 72.12 108.6000000 DECEASED LumA ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 2 30.00 2 10.417319 11.786091 11.364506 9.104191 12.542010 8.621683 6.791962 6.646559
MB-5019 0 4.02400 Moderate NO 3 Negative GAIN 5 49.88 37.8000000 DECEASED Normal HER2+ Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 12.00 1 12.167460 7.592420 11.147812 8.801210 11.671029 5.895396 5.942207 5.711062
MB-5020 4 6.03400 Moderate NO 3 Positve LOSS 8 62.68 84.8333333 DECEASED LumA ER+/HER2- Low Prolif Died of Disease YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 3 17.00 2 10.653800 11.280920 11.737492 11.070380 12.016325 6.621474 5.752216 6.637432
MB-5022 NA 5.06200 Moderate NO 3 Positve GAIN 5 70.71 118.6000000 DECEASED Her2 HER2+ Died of Disease NO Breast Mixed Ductal and Lobular Carcinoma Positive Negative 3 31.00 2 14.248074 7.830542 12.131833 8.412221 12.668976 5.469761 5.750997 6.004242
MB-5027 0 4.05000 Moderate NO 3 Positve NEUTRAL 3 46.95 189.8666667 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 3 25.00 2 10.987137 9.202344 11.175674 10.541399 12.069242 7.026864 5.668933 6.843235
MB-5033 0 2.08600 Moderate NO 3 Positve NEUTRAL 1 63.92 52.7333333 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Mixed Mucinous Carcinoma Negative Negative 1 43.00 2 10.523773 11.445577 12.243029 10.800114 12.619055 5.383985 5.544704 5.786752
MB-5035 0 4.11000 High NO 3 Positve NEUTRAL 3 56.47 213.2000000 DECEASED LumA ER+/HER2- High Prolif Died of Disease NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive 3 55.00 2 10.436505 10.837418 11.864880 9.992953 11.468043 6.527339 5.679835 6.529481
MB-5039 1 5.11000 High NO 3 Positve GAIN 1 67.70 62.1333333 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Positive Negative 3 55.00 3 12.539913 11.691031 11.352529 10.828671 12.088335 5.284469 5.860800 6.913320
MB-5040 0 4.08000 High NO 3 Positve NEUTRAL 6 72.73 79.1666667 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Negative 3 40.00 2 10.521838 12.265724 11.095905 10.481457 11.967681 5.402496 6.283758 6.464807
MB-5041 0 4.04000 Moderate NO 3 Positve NEUTRAL 2 45.40 173.9333333 LIVING claudin-low ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 20.00 1 8.996132 7.016909 11.029875 8.762122 10.611741 5.242537 5.650061 6.473701
MB-5043 6 6.08000 Moderate NO 3 Positve NEUTRAL 8 70.42 128.3666667 DECEASED LumA ER+/HER2- Low Prolif Died of Disease YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 3 40.00 3 10.049390 11.153461 11.524153 10.637632 12.736196 7.023238 5.640260 6.403183
MB-5044 0 3.03400 High NO 3 Positve NEUTRAL 4ER+ 55.56 139.4333333 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 2 17.00 1 10.118880 11.538084 12.820044 11.144621 13.066802 5.506337 5.684368 6.745271
MB-5045 0 4.05000 High NO 3 Positve NEUTRAL 4ER+ 70.11 168.3000000 DECEASED LumA ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 3 25.00 2 10.898296 9.992907 10.455790 9.235392 12.023218 5.818663 5.646339 5.826809
MB-5048 0 3.03200 Moderate NO 3 Positve NEUTRAL 7 44.12 86.3666667 DECEASED LumA ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 2 16.00 1 10.768979 11.018647 12.222803 11.796007 13.368246 6.223563 6.174911 6.326242
MB-5049 0 3.03400 Moderate NO 3 Positve NEUTRAL 8 61.76 255.3000000 LIVING LumB ER+/HER2- High Prolif Living NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 17.00 1 10.219767 9.966913 11.392256 9.929780 11.830085 6.528782 6.147090 6.674892
MB-5050 0 3.03000 Moderate NO 3 Positve NEUTRAL 3 55.04 184.3333333 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 15.00 1 10.441733 11.496634 12.107682 10.397117 12.638978 7.603203 5.747209 6.353214
MB-5052 2 5.07000 Moderate NO 3 Positve GAIN 4ER+ 76.66 34.5666667 DECEASED claudin-low ER-/HER2- Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Negative 3 35.00 2 11.949308 6.641130 11.183804 7.530252 10.251450 5.475938 5.775348 5.953308
MB-5053 0 3.04200 Moderate NO 3 Positve NEUTRAL 3 68.21 150.6000000 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 2 21.00 NA 10.850687 11.629552 12.048835 10.312492 12.630718 6.738176 5.640783 6.336807
MB-5054 0 4.00200 Low NO 3 Negative GAIN 5 52.57 187.7000000 LIVING Basal HER2+ Living NO Breast Invasive Ductal Carcinoma Positive Negative 3 1.00 1 13.324809 6.551322 11.040309 7.838761 11.214556 5.379687 5.703305 6.306207
MB-5057 0 4.03000 High NO 3 Negative NEUTRAL 10 39.25 56.3333333 DECEASED Basal ER-/HER2- Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 3 15.00 1 10.066130 5.759018 6.442480 7.054862 6.659243 5.395814 6.001837 5.509581
MB-5058 16 6.03000 High YES 3 Negative NEUTRAL 7 61.04 178.7333333 DECEASED Normal ER-/HER2- Died of Disease YES Breast Mixed Ductal and Lobular Carcinoma Negative Negative 3 15.00 2 10.844240 5.720183 11.071398 6.679729 11.840914 5.219740 5.790803 6.279257
MB-5059 0 3.03400 High NO 3 Positve NEUTRAL 8 53.69 257.6333333 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 17.00 1 10.251537 9.896962 11.142781 10.929890 12.116814 8.446234 6.120922 6.397090
MB-5060 1 4.05000 High NO 3 Positve NEUTRAL 8 75.01 150.1000000 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 2 25.00 2 10.590847 11.953568 11.484833 9.680752 12.139458 5.551916 6.056996 6.031062
MB-5061 2 4.05000 High NO 3 Positve NEUTRAL 7 71.05 39.4333333 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 25.00 2 10.737023 11.138801 11.350852 10.108425 13.229781 7.636972 5.735336 5.895415
MB-5062 1 5.04000 High NO 3 Positve GAIN 1 75.55 168.2666667 LIVING LumB HER2+ Living YES Breast Invasive Ductal Carcinoma Positive Negative 3 20.00 2 13.366206 11.112467 11.487471 10.033439 11.949402 5.355043 5.619967 6.300140
MB-5063 1 5.04000 High YES 3 Negative GAIN 5 41.54 215.1666667 LIVING Her2 HER2+ Living YES Breast Invasive Ductal Carcinoma Positive Negative 3 20.00 2 14.380086 7.248749 10.530637 8.509330 11.543325 5.325622 6.372449 6.308602
MB-5064 0 3.04000 High NO 3 Positve LOSS 4ER+ 63.40 91.5000000 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 2 20.00 1 8.046992 11.431603 12.264580 10.747423 12.394087 7.772404 5.794232 6.015274
MB-5065 0 4.03200 Moderate NO 3 Negative NEUTRAL 4ER- 68.66 184.8000000 LIVING claudin-low ER-/HER2- Living NO Breast Mixed Ductal and Lobular Carcinoma Negative Negative 3 16.00 1 9.932850 6.224930 7.103506 6.371047 7.743225 5.464370 5.888041 6.611827
MB-5066 1 4.05000 Moderate NO 3 Positve NEUTRAL 3 53.58 94.7000000 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 25.00 2 11.235122 11.542369 11.982783 10.787909 12.481973 7.011239 5.945171 6.250052
MB-5068 0 3.03000 High NO 3 Positve NEUTRAL 4ER+ 71.19 182.5000000 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 15.00 NA 10.114412 11.552676 11.877898 9.810635 12.165358 7.417320 5.967586 5.895769
MB-5070 2 5.06000 High YES 3 Negative LOSS 10 47.38 213.9000000 LIVING Basal ER-/HER2- Living NO Breast Invasive Ductal Carcinoma Negative Negative 3 30.00 NA 9.565139 6.002823 7.219586 6.651377 9.484432 5.369023 6.543240 5.912231
MB-5072 1 5.06000 High YES 3 Negative NEUTRAL 4ER- 52.23 50.2333333 DECEASED Her2 ER-/HER2- Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 3 30.00 2 9.853437 6.671710 11.207472 7.121261 11.964671 5.283606 5.759380 6.240972
MB-5073 0 3.10000 Moderate NO 3 Positve NEUTRAL 4ER+ 67.87 194.1666667 DECEASED claudin-low ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive NA 50.00 2 9.948597 12.065369 12.424657 10.977308 11.465281 6.119736 5.565881 5.802207
MB-5074 0 4.05000 High NO 3 Positve NEUTRAL 3 70.59 221.6000000 DECEASED LumA ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Lobular Carcinoma Negative Negative 3 25.00 2 11.813569 11.414888 11.808751 11.372248 12.806210 5.662471 5.765193 5.972951
MB-5076 NA 5.07000 High YES 3 Negative NEUTRAL 10 28.05 26.8666667 DECEASED Basal ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 35.00 2 8.855099 5.821370 5.532122 7.553644 8.377656 5.341146 6.030810 6.889520
MB-5078 1 4.04800 Moderate NO 3 Positve GAIN 5 56.33 87.1000000 DECEASED LumB HER2+ Died of Disease YES Breast Invasive Ductal Carcinoma Positive Negative 2 24.00 2 14.017230 10.035124 11.455143 9.400051 11.913494 5.310892 5.641403 5.323513
MB-5079 0 3.03000 Low NO 3 Positve NEUTRAL 8 66.38 199.9333333 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 15.00 1 10.979612 11.982223 12.254893 10.618000 13.425159 7.216247 5.362936 6.061551
MB-5081 0 3.03200 Moderate NO 3 Positve NEUTRAL 9 43.63 58.0000000 DECEASED Normal ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 2 16.00 NA 10.675638 8.765120 10.961496 9.084461 11.407324 6.025387 6.150969 6.088190
MB-5084 0 3.04000 Moderate NO 3 Positve NEUTRAL 8 49.00 198.1000000 DECEASED LumA ER+/HER2- Low Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 2 20.00 1 11.370991 10.566502 11.508383 11.939165 12.506842 5.439675 5.810683 6.150735
MB-5086 0 2.02000 Moderate NO 3 Positve NEUTRAL 8 65.41 84.2333333 DECEASED LumA NA Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive NA 10.00 1 11.096841 12.466778 12.301163 10.465266 13.539577 8.568739 5.618153 6.020201
MB-5088 0 3.06000 Moderate NO 3 Positve NEUTRAL 8 72.38 199.3666667 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Negative 2 30.00 2 10.985375 12.081429 12.263146 10.838558 12.775776 5.757200 5.866757 6.279913
MB-5092 1 5.04000 Low NO 3 Positve NEUTRAL 3 76.37 174.5666667 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 3 20.00 2 10.950218 11.235327 11.542915 9.438398 11.436501 6.808987 6.655234 6.274940
MB-5093 0 3.06000 High NO 3 Positve NEUTRAL 1 69.95 142.4333333 DECEASED Her2 ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Negative 2 30.00 2 11.272797 10.525017 11.838234 10.405896 11.362261 5.428975 6.067321 6.776638
MB-5097 0 3.04400 High NO 3 Positve NEUTRAL 1 56.33 61.6000000 LIVING LumB ER+/HER2- High Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 2 22.00 2 10.061643 11.781142 11.953818 10.069543 11.719237 6.319185 6.179474 5.964757
MB-5098 0 3.03600 Moderate NO 3 Positve NEUTRAL 9 61.92 186.4000000 DECEASED LumA ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive NA 18.00 1 11.052406 11.426664 11.485766 11.031871 12.262843 6.031005 5.868702 6.104920
MB-5100 17 6.04000 Moderate YES 3 Negative NEUTRAL 10 32.74 19.9000000 DECEASED claudin-low ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 20.00 2 8.675109 6.008690 6.263633 5.845556 6.984344 5.404693 6.311764 6.480697
MB-5101 14 5.10000 High NO 3 Positve NEUTRAL 6 67.86 34.3333333 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 2 50.00 3 9.320198 11.303357 11.119659 9.235233 12.024319 6.416008 6.107215 6.012789
MB-5102 20 6.04000 High YES 3 Negative NEUTRAL 10 69.93 30.3666667 DECEASED Basal NA Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 20.00 2 10.004888 6.106282 9.298556 6.055881 8.771607 5.432044 5.953892 6.387995
MB-5104 NA 3.03000 Moderate NO 3 Positve NEUTRAL 8 73.81 122.5000000 DECEASED LumA ER+/HER2- Low Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 2 15.00 1 10.809269 11.825031 11.832366 10.825728 13.040569 5.235208 5.436634 6.408367
MB-5105 0 3.02200 Low NO 3 Positve NEUTRAL 8 63.24 204.4333333 DECEASED LumA ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 2 11.00 1 10.286173 11.119469 11.918192 10.595518 13.517873 7.098366 5.715391 6.596959
MB-5106 NA 4.03000 High NO 3 Positve NEUTRAL 6 59.50 190.9666667 DECEASED LumA ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 2 15.00 NA 10.761720 11.466295 11.080530 10.589113 11.524247 5.675815 5.398037 6.249544
MB-5107 0 4.08200 High NO 3 Positve GAIN 1 61.06 82.6333333 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 41.00 2 10.933929 11.203080 11.454270 9.399092 11.970342 6.126241 6.367777 6.030467
MB-5109 NA 3.03000 High NO 3 Positve NEUTRAL 4ER+ 64.94 125.0666667 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 2 15.00 1 11.522616 6.398246 11.526998 8.716229 12.220448 5.683886 5.480391 6.261990
MB-5110 0 1.05000 Moderate NO 3 Positve NEUTRAL 3 59.12 21.9000000 DECEASED Normal ER+/HER2- Low Prolif Died of Disease NO Breast Invasive Lobular Carcinoma Negative Negative NA 25.00 2 11.706670 8.112092 11.604925 9.032578 12.635164 5.336696 6.122892 6.261294
MB-5113 0 3.03400 Moderate NO 3 Positve NEUTRAL 1 43.80 175.6333333 LIVING Normal ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 2 17.00 1 10.686037 10.362932 11.780067 10.519683 12.846931 5.387550 5.601010 6.729455
MB-5114 0 4.08000 Moderate NO 3 Positve GAIN 5 57.87 15.3666667 DECEASED Basal HER2+ Died of Disease NO Breast Invasive Ductal Carcinoma Positive Negative 3 40.00 NA 14.320825 6.290928 9.917062 7.731305 10.710183 5.491019 5.564290 6.629615
MB-5115 1 5.06000 High YES 3 Negative NEUTRAL 10 40.57 77.4000000 LIVING Basal ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 30.00 2 9.823590 5.728223 5.895443 6.245291 7.261005 5.396995 5.769705 5.882357
MB-5116 7 5.03600 High NO 3 Positve GAIN 2 74.71 71.7666667 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 2 18.00 2 10.536540 12.332617 12.028300 11.083540 12.685588 7.162124 5.755885 6.133928
MB-5117 0 3.06000 Moderate NO 3 Positve NEUTRAL 8 51.09 209.2666667 LIVING LumA ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 30.00 2 10.937920 10.861624 12.135906 11.566139 13.486724 7.928441 5.599443 6.401749
MB-5118 0 3.02400 Moderate NO 3 Positve NEUTRAL 3 72.14 211.7333333 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 12.00 1 10.437179 11.613371 12.071310 10.076270 13.059269 6.049996 6.057582 6.576366
MB-5119 0 3.04000 Moderate NO 3 Positve NEUTRAL 7 75.33 59.7666667 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Negative 2 20.00 1 10.193523 10.845780 11.463743 10.666793 12.147310 5.313002 5.874117 5.890448
MB-5120 1 5.06000 High YES 3 Negative GAIN 5 47.24 27.8000000 DECEASED Her2 HER2+ Died of Disease YES Breast Invasive Ductal Carcinoma Positive Negative 3 30.00 2 14.271205 6.931326 11.744885 7.519731 12.652312 5.291296 5.576586 5.437771
MB-5121 0 4.03600 High NO 3 Positve NEUTRAL 8 72.02 114.9000000 DECEASED LumB ER+/HER2- High Prolif Died of Disease NO Breast Invasive Lobular Carcinoma Negative Positive 3 18.00 NA 10.168214 11.633400 11.901275 10.638433 13.666478 6.118528 5.906532 6.684552
MB-5122 5 3.08000 Moderate NO 3 Positve NEUTRAL 8 77.66 125.7000000 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive NA 40.00 NA 10.474414 11.783058 11.689406 11.475188 12.212615 6.857806 6.065291 5.918663
MB-5123 1 4.04000 High NO 3 Positve LOSS 7 69.72 90.3000000 DECEASED LumA ER+/HER2- Low Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 2 20.00 2 10.277315 10.109630 11.645109 11.263213 11.296857 5.160096 6.058005 6.223202
MB-5124 0 3.05200 High NO 3 Positve NEUTRAL 6 83.96 124.2000000 DECEASED LumB ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 2 26.00 3 10.583861 12.118627 11.954875 10.705248 12.111768 5.940457 6.039823 6.644901
MB-5126 1 5.02000 Moderate YES 3 Negative NEUTRAL 10 63.48 27.3000000 DECEASED Basal ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 10.00 NA 8.464208 6.067712 6.913251 5.668775 7.583609 5.239296 5.720504 6.712887
MB-5127 0 4.06000 Low NO 3 Positve UNDEF 1 74.98 191.4666667 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 3 30.00 2 10.932273 12.056331 11.779371 10.703534 12.969551 8.076847 6.125402 5.966197
MB-5130 0 4.03000 Low NO 3 Positve LOSS 7 58.61 255.0000000 DECEASED LumA ER+/HER2- High Prolif NA YES Breast Invasive Ductal Carcinoma Negative Positive 3 15.00 1 9.444466 12.229652 11.949598 9.813096 12.288076 5.972606 6.109982 6.470794
MB-5131 NA 4.00600 Moderate NO 3 Positve NEUTRAL 8 64.08 264.1333333 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 2 3.00 NA 11.267382 9.595387 11.916737 10.645730 12.658260 6.845687 5.624510 6.221263
MB-5134 0 3.02000 Moderate NO 3 Positve NEUTRAL 3 46.58 196.5333333 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 10.00 1 11.306627 10.266580 12.029294 11.127623 12.237248 6.050726 6.031737 6.794910
MB-5135 0 4.07000 Moderate NO 3 Negative NEUTRAL 10 38.59 37.3666667 DECEASED Basal NA Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 35.00 2 8.814492 5.404953 5.296153 5.450296 5.656224 5.332675 6.782669 5.441026
MB-5136 NA 4.04000 Moderate NO 3 Positve NEUTRAL 4ER+ 63.22 178.7333333 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Lobular Carcinoma Negative Positive 3 20.00 1 10.712651 8.384138 11.953576 10.183493 12.365622 6.071784 5.751199 6.319232
MB-5137 NA 5.05000 High YES 3 Negative GAIN 10 36.04 43.2666667 LIVING Basal ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 25.00 2 11.233677 5.773543 6.946602 8.184080 7.900769 5.648212 5.838009 6.805950
MB-5138 2 5.03000 High YES 3 Negative NEUTRAL 10 44.59 37.0000000 DECEASED Basal ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 15.00 NA 9.733319 6.891755 9.075309 6.973756 9.418069 5.176338 6.784143 6.859501
MB-5139 4 6.05800 High NO 3 Positve LOSS 1 69.16 89.9666667 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 3 29.00 2 9.742335 12.044145 12.314751 10.633546 12.652701 5.534493 6.179168 6.199453
MB-5140 NA 5.10000 Moderate NO 3 Positve GAIN 1 77.31 134.7333333 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 2 50.00 2 10.821269 11.425580 11.718311 10.712207 13.314085 6.998975 5.448778 6.806054
MB-5143 0 3.04000 Moderate NO 3 Positve NEUTRAL 4ER+ 78.80 127.9333333 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 2 20.00 1 10.730697 11.033852 11.681300 10.635860 11.591675 8.271944 5.443090 6.181778
MB-5144 0 3.03400 High NO 3 Positve GAIN 9 57.14 213.0333333 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 17.00 1 11.824424 11.363689 12.066307 11.356404 11.777090 6.416689 5.700148 6.061907
MB-5145 0 4.05000 Moderate NO 3 Positve NEUTRAL 9 61.55 159.2333333 DECEASED Normal ER-/HER2- Died of Disease YES Breast Mixed Ductal and Lobular Carcinoma Negative Negative 3 25.00 2 10.180134 7.072637 7.645440 7.504644 7.906898 5.160532 5.724341 6.012230
MB-5147 0 4.05000 High NO 3 Positve GAIN 5 54.61 20.2666667 LIVING LumA HER2+ Living NO Breast Invasive Lobular Carcinoma Positive Negative 3 25.00 2 13.421644 7.885858 11.593606 9.359824 12.502653 5.464140 6.309865 5.954211
MB-5148 0 4.04000 Low NO 3 Positve NEUTRAL 4ER+ 76.72 245.2333333 DECEASED Her2 ER-/HER2- Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 3 20.00 1 11.320427 6.475817 11.220425 6.295177 11.561485 5.416528 6.508954 5.863158
MB-5150 0 3.00200 Low NO 3 Positve NEUTRAL 4ER+ 69.29 110.8333333 DECEASED Normal ER+/HER2- Low Prolif Died of Disease NO Breast Invasive Lobular Carcinoma Negative Positive 2 1.00 1 9.532303 12.585275 12.650929 11.760476 12.524454 6.895687 5.802461 6.027588
MB-5152 1 4.03400 High NO 3 Positve NEUTRAL 7 76.19 115.9333333 DECEASED LumA ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 2 17.00 2 10.862266 11.418380 12.167748 10.567586 13.244514 5.944181 5.699062 6.236115
MB-5154 0 4.00200 Low NO 3 Negative GAIN 3 31.87 170.8333333 LIVING Normal ER-/HER2- Living NO Breast Invasive Ductal Carcinoma Positive Negative 3 1.00 1 14.150505 6.390271 10.980236 7.682715 11.920582 5.374285 5.730209 6.166627
MB-5155 3 2.06000 Moderate YES 3 Negative NEUTRAL 4ER- 51.08 259.9333333 LIVING Normal NA Living YES Breast Invasive Ductal Carcinoma Negative Negative NA 30.00 2 11.001946 7.310015 10.500475 10.829776 11.869580 5.492769 5.395770 5.946199
MB-5157 4 6.02400 Moderate NO 3 Positve NEUTRAL 4ER+ 70.68 18.2333333 DECEASED Normal ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 12.00 NA 9.975117 7.822629 10.464719 8.226023 11.724896 5.970473 5.621337 5.969961
MB-5158 NA 3.04000 High NO 3 Positve GAIN 7 66.53 244.1666667 DECEASED LumA ER+/HER2- Low Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 2 20.00 1 11.033515 10.184457 11.912427 10.561172 12.079808 8.242434 5.483599 6.552585
MB-5160 0 3.05000 High NO 3 Positve NEUTRAL 8 68.52 87.7333333 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 2 25.00 2 10.189706 11.441857 11.802902 11.303989 12.669770 6.663326 6.009221 6.504323
MB-5161 0 3.02400 High NO 3 Positve NEUTRAL 4ER+ 44.41 175.3333333 LIVING Normal ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 12.00 1 10.436221 8.550699 10.831178 9.176129 11.320832 5.958556 5.513249 6.314974
MB-5163 0 4.03600 High NO 3 Positve NEUTRAL 3 69.04 212.2000000 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 3 18.00 1 10.726198 10.699743 11.542742 10.598437 12.581878 5.525538 5.193416 6.132002
MB-5164 0 4.02600 Low NO 3 Positve GAIN 5 48.76 80.5000000 LIVING Normal HER2+ Living YES Breast Invasive Ductal Carcinoma Positive Positive 3 13.00 1 13.517317 8.782917 10.614513 8.876368 12.280377 6.525379 5.583509 6.058290
MB-5166 11 6.06000 High NO 3 Positve GAIN 5 69.23 80.7333333 DECEASED LumB HER2+ Died of Disease YES Breast Invasive Ductal Carcinoma Positive Positive 3 30.00 3 13.610100 10.839761 12.084101 8.820100 12.218027 7.280134 5.465338 6.621073
MB-5167 0 1.06000 Moderate NO 3 Positve NEUTRAL 8 60.46 208.4000000 LIVING LumB ER+/HER2- High Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive NA 30.00 2 11.193142 11.746028 12.371381 10.163543 13.095513 5.887214 5.876592 6.780321
MB-5169 0 4.05000 Moderate NO 3 Positve NEUTRAL 3 62.84 51.9666667 DECEASED LumB ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 3 25.00 2 10.301942 11.348196 11.460790 10.315781 11.258659 6.114430 6.086940 6.805772
MB-5171 0 3.02200 Low NO 3 Positve NEUTRAL 4ER+ 46.79 185.0000000 DECEASED Normal ER+/HER2- Low Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 2 11.00 1 10.435318 9.408693 11.140290 10.554370 11.972116 7.340821 5.568018 6.472439
MB-5172 7 6.08000 Moderate YES 3 Negative GAIN 5 49.57 184.2666667 LIVING Her2 HER2+ Living YES Breast Invasive Ductal Carcinoma Positive Negative 3 40.00 3 14.302764 6.865718 11.949951 8.075607 12.483490 5.714075 5.952543 6.220615
MB-5173 0 4.10000 High NO 3 Negative NEUTRAL 10 69.05 22.1333333 DECEASED Basal ER-/HER2- Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 3 50.00 2 10.080595 5.701547 6.165940 5.692081 6.299191 5.440399 5.776569 6.527855
MB-5175 3 2.03600 Moderate NO 3 Positve NEUTRAL 4ER+ 50.08 194.7000000 DECEASED claudin-low ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive NA 18.00 NA 9.257361 9.256972 10.615543 8.388303 11.239649 6.369348 5.643299 6.198185
MB-5176 0 3.03000 High NO 3 Positve NEUTRAL 4ER+ 53.96 112.6333333 DECEASED claudin-low ER+/HER2- High Prolif Died of Other Causes YES Invasive Breast Carcinoma Negative Negative 2 15.00 1 10.676469 11.160817 11.271463 11.045090 11.984320 5.410648 5.850703 6.314865
MB-5177 1 5.00000 NA NO 3 Positve LOSS 4ER+ 68.53 65.2333333 DECEASED claudin-low ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Negative 3 NA NA 9.804215 10.242429 10.117569 9.722779 11.790554 5.498890 5.639343 6.225058
MB-5178 0 4.04000 Low NO 3 Positve NEUTRAL 6 65.26 184.3333333 LIVING Normal ER+/HER2- Low Prolif Living NO Breast Invasive Lobular Carcinoma Negative Negative 3 20.00 1 10.489194 11.480043 11.610311 12.016440 12.685785 5.654020 5.647185 5.412898
MB-5179 0 4.03000 Moderate NO 3 Positve NEUTRAL 3 68.60 246.6000000 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Mixed Ductal and Lobular Carcinoma Negative Negative 3 15.00 1 10.382389 11.076771 11.372570 10.041516 12.163733 5.217297 5.401062 5.682497
MB-5182 0 4.06000 Moderate NO 3 Positve NEUTRAL 3 78.04 134.2666667 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 3 30.00 NA 11.330440 10.649954 12.132000 10.833726 12.943901 7.804170 5.582865 6.232252
MB-5183 0 3.03000 Moderate NO 3 Positve NEUTRAL 8 74.34 118.5333333 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 2 15.00 1 10.768383 12.048381 11.721154 10.468737 12.097007 8.548886 5.822212 6.121987
MB-5184 0 3.04000 Moderate NO 3 Positve NEUTRAL 4ER+ 79.76 89.3333333 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Lobular Carcinoma Negative Positive 2 20.00 1 10.447964 10.308320 11.410016 9.429493 12.072605 6.178451 6.017741 6.261365
MB-5185 0 4.07000 Moderate NO 3 Positve NEUTRAL 4ER+ 61.88 77.4666667 DECEASED LumA ER+/HER2- Low Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 3 35.00 2 9.596322 11.365304 11.516799 9.234503 11.975855 6.818003 6.453220 5.975763
MB-5186 0 1.02000 Low NO 3 Positve GAIN 6 42.84 203.2666667 LIVING LumA ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Positive Positive NA 10.00 1 13.249975 10.211931 11.770891 9.370192 12.362284 6.403147 5.938473 5.742927
MB-5188 1 5.05000 High NO 3 Positve NEUTRAL 10 65.44 19.4000000 DECEASED Basal ER-/HER2- Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 3 25.00 2 9.138723 7.730393 10.417335 8.841547 10.285255 5.223421 5.733437 5.608551
MB-5189 9 6.10000 Moderate NO 3 Positve NEUTRAL 4ER+ 69.24 111.9666667 DECEASED LumA ER+/HER2- Low Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 3 50.00 2 10.140984 10.547749 11.534241 10.436160 13.890030 7.325595 5.713653 5.939651
MB-5190 0 4.03000 Low NO 3 Negative GAIN 4ER- 53.07 242.5666667 LIVING Basal NA Living YES Invasive Breast Carcinoma Positive Negative 3 15.00 1 14.464282 7.381346 9.944784 8.460982 11.821183 5.455898 5.412913 5.688368
MB-5191 0 4.04000 Moderate NO 3 Positve NEUTRAL 8 54.75 142.1666667 DECEASED LumA NA Died of Other Causes NO Breast Invasive Lobular Carcinoma Negative Positive 3 20.00 1 10.586171 10.722488 11.399310 10.351489 12.644085 6.686050 5.481980 6.094262
MB-5193 1 3.06000 Moderate NO 3 Positve NEUTRAL 7 88.80 54.2666667 DECEASED LumA ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 1 30.00 2 11.447066 12.095072 12.540235 11.852414 13.478107 6.381747 5.664510 6.406376
MB-5195 0 4.03000 Moderate NO 3 Positve GAIN 5 72.16 196.8666667 DECEASED LumA HER2+ Died of Disease YES Breast Invasive Ductal Carcinoma Positive Positive 3 15.00 1 13.645260 9.075572 12.062902 9.901323 11.529140 6.268676 5.737046 5.837779
MB-5196 0 3.03000 High NO 3 Positve NEUTRAL 7 52.98 94.0333333 DECEASED LumA ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 2 15.00 1 11.719898 11.122611 11.688614 10.141116 13.168550 5.322075 5.429147 6.510466
MB-5197 3 4.05000 High NO 3 Positve NEUTRAL 9 62.11 223.8333333 DECEASED LumA ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 2 25.00 2 11.118623 11.498176 12.029320 9.633392 12.841217 5.585833 6.200273 5.962733
MB-5199 0 4.03000 Low NO 3 Negative GAIN 5 65.35 204.4000000 LIVING Basal HER2+ Living NO Breast Invasive Ductal Carcinoma Positive Negative 3 15.00 1 14.464282 7.363053 11.372059 9.064539 11.149854 5.558091 5.768874 6.049570
MB-5200 0 4.03000 Moderate NO 3 Positve GAIN 1 70.23 52.3000000 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 15.00 1 10.972581 11.199945 11.589123 10.346229 12.513745 5.199577 5.473009 6.750413
MB-5201 0 3.04000 Moderate NO 3 Positve NEUTRAL 8 73.17 96.9666667 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 2 20.00 1 10.345304 12.452368 12.679192 10.988343 13.321510 9.251850 5.982370 6.472157
MB-5204 3 2.04800 Moderate NO 3 Positve NEUTRAL 3 76.91 191.9333333 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive NA 24.00 2 10.666834 12.082223 12.294982 10.649143 13.278439 6.554508 5.249822 6.170693
MB-5205 3 5.07000 High YES 3 Negative NEUTRAL 9 50.24 185.3000000 LIVING Basal ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 35.00 2 10.297420 7.807916 9.956434 7.381903 8.537283 5.310164 5.531218 7.145572
MB-5206 0 3.03000 Moderate NO 3 Positve NEUTRAL 2 67.45 205.7333333 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Mixed Ductal and Lobular Carcinoma Negative Negative 2 15.00 1 9.958931 12.280249 11.757839 11.319466 12.149738 5.189862 5.507098 6.413466
MB-5208 0 4.05400 Moderate NO 3 Negative NEUTRAL 10 52.43 151.9000000 LIVING Basal ER-/HER2- Living NO Breast Invasive Ductal Carcinoma Negative Negative 3 27.00 2 9.368915 5.613103 8.282034 7.326433 8.986566 5.207724 5.662918 6.149681
MB-5209 0 4.12000 Moderate NO 3 Negative NEUTRAL 4ER- 79.17 175.1000000 DECEASED Basal ER-/HER2- Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 3 60.00 2 10.418923 6.127000 7.369406 6.777817 9.564598 5.522714 6.478479 6.208789
MB-5211 0 4.06000 High NO 3 Positve NEUTRAL 7 68.42 247.8333333 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 3 30.00 2 10.794407 11.140710 11.630376 10.798287 12.633663 7.909094 5.887782 6.018595
MB-5212 0 4.07000 High NO 3 Positve GAIN 5 80.17 179.1000000 DECEASED LumB HER2+ Died of Other Causes NO Breast Invasive Ductal Carcinoma Positive Negative 3 35.00 2 13.691147 9.377294 12.503356 9.890538 11.791135 5.343384 5.978329 6.256448
MB-5213 12 6.05000 High YES 3 Negative GAIN 5 74.98 43.4000000 DECEASED Her2 HER2+ Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 25.00 3 12.363404 5.976082 10.318827 6.801170 10.974692 5.186716 5.341615 6.590164
MB-5214 0 3.04000 Low NO 3 Positve NEUTRAL 2 66.57 107.3666667 DECEASED Normal ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 2 20.00 1 10.036640 11.208872 11.362303 11.066817 12.056448 5.876152 5.400732 6.182359
MB-5215 6 6.05600 High NO 3 Positve NEUTRAL 8 74.11 118.7000000 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 28.00 NA 10.062832 11.214016 13.003945 12.071065 13.056811 5.478137 5.606883 7.059168
MB-5218 0 4.02000 High NO 3 Positve NEUTRAL 1 42.11 254.9666667 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 10.00 1 9.497836 9.633287 11.061258 10.914027 11.882181 5.410319 5.875039 6.210975
MB-5219 NA 3.04000 Moderate NO 3 Positve NEUTRAL 4ER+ 55.77 252.9000000 LIVING LumA ER+/HER2- Low Prolif Living NO Invasive Breast Carcinoma Negative Positive 2 20.00 1 11.122422 11.915252 12.143010 11.201155 12.771141 7.551356 5.784728 6.461323
MB-5221 0 2.04000 High NO 3 Positve NEUTRAL 8 63.53 131.3000000 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 1 20.00 1 10.759756 11.870220 11.938043 10.356729 12.238424 7.486318 6.020341 6.157043
MB-5222 0 4.03000 Moderate NO 3 Negative GAIN 10 76.20 111.8333333 DECEASED claudin-low ER-/HER2- Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 3 15.00 1 12.280319 5.910319 9.934122 6.329744 9.741221 5.338111 6.408500 5.832018
MB-5223 2 4.04400 Moderate YES 3 Negative NEUTRAL 4ER- 42.05 144.6666667 DECEASED claudin-low ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 2 22.00 2 9.339622 6.080931 6.550967 6.634836 7.319843 5.176288 5.282942 6.152472
MB-5224 1 5.04000 High NO 3 Positve NEUTRAL 7 90.23 99.4000000 DECEASED LumA ER+/HER2- Low Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 3 20.00 2 10.330070 11.227634 11.770242 10.592389 12.126930 7.479543 6.064299 6.045999
MB-5225 0 4.06000 High NO 3 Negative NEUTRAL 10 68.01 43.2666667 DECEASED Basal ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 30.00 2 9.900531 5.914688 6.688892 7.036823 8.718537 5.534740 6.201500 5.936949
MB-5226 0 4.03000 Moderate NO 3 Positve LOSS 4ER+ 75.53 200.6000000 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 15.00 1 10.396746 10.991720 11.719262 11.629383 12.527994 5.533819 6.203846 6.268814
MB-5227 1 4.03000 High NO 3 Positve NEUTRAL 4ER+ 74.46 187.0333333 DECEASED LumA ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 2 15.00 2 10.803444 11.953077 11.454953 9.868750 11.123745 8.386857 5.813121 6.136376
MB-5228 0 4.06000 Moderate NO 3 Positve NEUTRAL 7 72.56 180.7333333 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 3 30.00 2 11.009239 10.641273 11.203445 9.728262 12.800245 5.787202 5.524745 5.728854
MB-5229 1 5.05000 High YES 3 Negative GAIN 5 39.99 33.9666667 DECEASED Basal HER2+ Died of Disease NO Breast Invasive Ductal Carcinoma Positive Negative 3 25.00 2 14.246427 5.781525 11.002173 7.643754 10.765045 5.307446 5.704267 6.262598
MB-5230 0 3.03000 Moderate NO 3 Positve NEUTRAL 3 48.17 176.5000000 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Mixed Mucinous Carcinoma Negative Positive 2 15.00 1 10.018896 10.805115 11.395578 10.397786 12.118740 7.778039 5.638207 6.104674
MB-5231 0 3.05000 Moderate NO 3 Negative GAIN 5 61.28 16.5666667 DECEASED Her2 HER2+ Died of Disease NO Breast Invasive Ductal Carcinoma Positive Negative NA 25.00 2 13.884347 6.225729 11.092072 7.526470 12.514646 5.218806 6.048279 5.594142
MB-5232 0 3.02800 Moderate NO 3 Negative NEUTRAL 10 74.53 211.2000000 DECEASED Basal ER-/HER2- Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 2 14.00 1 9.901328 6.358518 7.123478 6.445059 8.036950 5.062629 5.979463 5.799332
MB-5233 0 3.06000 Moderate NO 3 Positve NEUTRAL 8 79.59 209.0333333 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 2 30.00 2 10.586035 11.815304 12.073659 11.175448 13.154040 6.651368 5.538877 6.529927
MB-5235 0 3.01200 Moderate NO 3 Positve NEUTRAL 9 59.04 204.2000000 DECEASED Basal ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 2 6.00 1 9.993115 6.513513 9.178625 7.840316 10.639064 5.616856 5.482459 6.797333
MB-5236 3 5.13000 High YES 3 Negative NEUTRAL 10 63.02 166.6666667 LIVING Basal ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 65.00 3 8.897039 6.533858 5.934249 6.290787 8.649439 5.612875 6.234324 5.715373
MB-5238 2 5.04000 Moderate YES 3 Negative GAIN 5 46.03 44.1333333 DECEASED Normal HER2+ Died of Disease YES Breast Invasive Ductal Carcinoma Positive Negative 3 20.00 2 14.335036 8.505976 9.963951 8.348923 10.790195 5.438873 5.628616 5.928404
MB-5240 0 3.02400 High NO 3 Positve NEUTRAL 7 56.92 103.8333333 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 12.00 1 10.524180 10.175194 11.354917 11.180925 12.840785 6.993716 5.395970 6.470215
MB-5243 2 3.11000 High NO 3 Positve GAIN 1 62.79 38.4333333 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Negative 1 55.00 NA 10.132097 11.984706 11.613823 11.743850 10.813863 5.488536 6.290087 7.133688
MB-5244 0 4.08000 High NO 3 Positve NEUTRAL 6 69.20 216.8666667 DECEASED LumB ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 3 40.00 2 10.135469 12.824270 12.664094 11.510150 13.639057 6.219119 6.118917 5.962669
MB-5251 1 2.04000 Moderate NO 3 Positve NEUTRAL 3 76.77 112.4666667 DECEASED LumA ER+/HER2- Low Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive NA 20.00 2 10.336952 11.601170 11.573430 10.771430 13.193017 8.151575 6.121365 5.728656
MB-5253 0 3.06000 Moderate NO 3 Positve NEUTRAL 3 69.59 102.0666667 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 30.00 2 10.467260 9.914039 11.544597 10.477195 12.576478 6.902124 5.683660 5.836868
MB-5255 NA 4.03000 Low NO 3 Negative GAIN 4ER- 58.70 53.5666667 LIVING claudin-low ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 15.00 1 8.191352 6.666543 6.749432 6.547549 8.313574 5.440633 5.777955 6.528171
MB-5256 3 4.04600 Moderate NO 3 Positve NEUTRAL 8 70.31 108.0666667 DECEASED LumA ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 2 23.00 2 10.637235 11.686983 11.507283 10.652985 13.151982 6.796236 5.518035 6.110408
MB-5258 0 4.06000 High NO 3 Negative NEUTRAL 10 72.77 101.0666667 DECEASED Basal ER-/HER2- Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Negative 3 30.00 2 9.964907 5.575888 6.208761 6.301112 8.214270 5.222621 6.160348 6.605917
MB-5259 1 5.07000 High YES 3 Negative GAIN 5 41.28 46.1666667 DECEASED Her2 HER2+ Died of Disease YES Breast Invasive Ductal Carcinoma Positive Negative 3 35.00 2 13.696836 6.429692 11.020038 7.704259 11.763918 5.467014 5.990739 5.937993
MB-5260 0 4.03000 Moderate NO 3 Positve NEUTRAL 7 72.23 202.1000000 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 3 15.00 1 10.790189 12.617575 12.532309 11.881021 12.757149 5.851379 5.715998 5.718874
MB-5261 0 3.03000 High NO 3 Positve NEUTRAL 4ER+ 66.12 116.4666667 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 2 15.00 1 9.721711 11.867890 11.918372 10.951341 12.488206 6.032573 5.828529 5.837137
MB-5264 0 4.03600 High NO 3 Positve NEUTRAL 8 46.40 199.3000000 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 18.00 1 11.183331 10.420208 11.862443 11.350513 12.817945 7.609450 5.679180 6.143212
MB-5266 0 4.06000 High NO 3 Positve GAIN 1 76.83 83.6333333 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Positive Negative 3 30.00 2 12.804743 10.270040 11.341928 8.678158 11.928390 5.721479 6.137799 6.157278
MB-5267 0 3.03000 Moderate NO 3 Positve NEUTRAL 2 52.77 71.0666667 DECEASED LumA ER+/HER2- Low Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 2 15.00 1 9.471460 10.872585 11.560018 9.740739 11.871318 7.139705 6.075569 6.300747
MB-5268 0 3.06000 Moderate NO 3 Positve NEUTRAL 3 47.98 186.1333333 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 30.00 2 10.761293 8.890790 12.181319 11.387428 12.820403 5.941157 5.849971 5.702091
MB-5270 1 5.07000 High NO 3 Positve NEUTRAL 8 67.10 187.8333333 DECEASED LumA ER+/HER2- High Prolif Died of Other Causes NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive 3 35.00 2 10.715471 12.013266 12.161293 11.132924 13.240890 6.199227 5.501429 6.823092
MB-5271 0 3.08000 High NO 3 Positve GAIN 9 58.25 167.5000000 LIVING LumB ER+/HER2- High Prolif Living NO Breast Invasive Ductal Carcinoma Negative Negative 2 40.00 2 11.436515 10.817789 11.614441 9.938074 13.396513 5.554012 5.605282 5.704249
MB-5272 0 4.04000 Moderate NO 3 Positve NEUTRAL 4ER+ 40.71 201.9333333 DECEASED claudin-low ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 20.00 1 9.835172 7.943625 10.353246 8.585479 10.927226 5.638420 5.747598 6.102990
MB-5273 0 4.04000 High NO 3 Positve NEUTRAL 6 60.33 60.8666667 DECEASED LumB ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 3 20.00 1 9.107477 11.120329 11.237081 10.851788 12.162787 6.256928 5.806343 5.896624
MB-5275 0 3.00000 Moderate NO 3 Positve NEUTRAL 3 72.19 75.9666667 DECEASED Her2 ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Negative 2 NA NA 11.133150 10.079497 11.613211 10.008803 12.361821 5.660349 6.317191 6.139817
MB-5277 0 3.03600 Low NO 3 Positve NEUTRAL 8 35.78 221.0666667 DECEASED Normal ER+/HER2- Low Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 2 18.00 NA 10.691047 9.290314 11.156711 10.079319 11.473635 5.774342 5.681092 6.724884
MB-5278 0 1.04000 Moderate NO 3 Positve NEUTRAL 4ER+ 47.92 99.9666667 DECEASED Normal ER+/HER2- Low Prolif Died of Disease NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive NA 20.00 1 10.648099 9.044951 11.467593 10.341230 11.468839 5.958040 5.678039 5.992686
MB-5279 0 4.08000 High NO 3 Positve NEUTRAL 8 66.55 68.7666667 DECEASED LumA ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Negative 3 40.00 2 11.109839 11.510046 12.574659 10.881498 13.054281 5.445861 5.619222 6.627362
MB-5280 0 4.00400 Low NO 3 Positve LOSS 1 45.85 77.8666667 DECEASED Normal ER+/HER2- High Prolif Died of Disease NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive 3 2.00 NA 9.694629 10.679135 11.710597 10.601805 12.413387 6.873838 5.614211 5.770819
MB-5281 0 4.03000 Moderate NO 3 Negative NEUTRAL 4ER- 55.72 79.3000000 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 15.00 1 11.759620 6.216032 11.372491 6.892657 12.298825 5.237508 5.764115 6.098317
MB-5284 5 6.08000 Moderate NO 3 Positve NEUTRAL 3 68.18 65.3333333 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 3 40.00 2 10.526752 11.211717 11.967045 10.227037 12.194268 7.471396 6.393045 6.200641
MB-5287 0 3.04000 Moderate NO 3 Positve NEUTRAL 3 69.46 124.0000000 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 2 20.00 1 11.061527 10.308335 11.845720 10.440334 12.990583 7.690995 5.852452 5.807092
MB-5288 2 4.07000 High NO 3 Positve NEUTRAL 3 70.10 128.4000000 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 2 35.00 2 10.239938 11.930504 12.190461 10.670236 12.450089 5.183728 6.363628 6.338689
MB-5289 NA 5.05200 High NO 3 Positve NEUTRAL 8 65.45 87.0000000 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 3 26.00 2 11.064302 11.422439 11.042708 10.160332 12.271215 7.357989 6.212533 5.812552
MB-5290 0 3.04400 High NO 3 Positve NEUTRAL 8 69.42 36.9333333 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 2 22.00 2 11.445349 12.066799 12.156480 10.582221 12.621411 6.541028 5.763506 6.272812
MB-5291 0 3.03000 High NO 3 Positve GAIN 9 67.25 153.5333333 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 15.00 1 11.262974 12.814994 12.224235 11.873706 12.158392 6.067879 6.514654 6.068619
MB-5292 0 3.01000 Moderate NO 3 Positve GAIN 5 82.06 48.4333333 DECEASED LumB ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Positive Negative 2 5.00 NA 13.034092 10.066735 11.351833 8.783254 12.827494 5.712949 5.962926 6.358398
MB-5293 0 3.06000 High NO 3 Positve NEUTRAL 3 70.86 208.9666667 DECEASED LumA ER+/HER2- Low Prolif Died of Disease YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 30.00 2 10.453157 12.117562 11.850534 9.900278 11.817688 6.080590 6.688906 6.136107
MB-5294 14 6.19800 Moderate YES 3 Negative NEUTRAL 10 31.71 195.9333333 LIVING Basal ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 99.00 3 9.615372 5.861307 7.619597 6.392569 7.950962 5.729497 6.450557 6.766277
MB-5295 0 3.05000 Low NO 3 Negative NEUTRAL 10 60.51 75.7000000 DECEASED Basal ER-/HER2- Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 2 25.00 2 9.929635 5.903222 6.805235 6.896483 9.757693 5.630118 6.334665 6.556152
MB-5296 6 6.08000 Moderate NO 3 Positve GAIN 5 78.93 13.8000000 DECEASED claudin-low HER2+ Died of Disease YES Breast Invasive Ductal Carcinoma Positive Negative 3 40.00 3 14.069921 7.112847 10.805368 7.549148 11.155808 5.415436 6.582199 5.849045
MB-5298 5 6.04600 High YES 3 Negative NEUTRAL 10 49.63 84.9000000 DECEASED Basal ER-/HER2- Died of Disease NO Breast Invasive Lobular Carcinoma Negative Negative 3 23.00 2 9.263921 5.695719 5.740844 6.010377 8.866672 5.389238 5.670538 7.681987
MB-5299 2 5.08000 High YES 3 Negative NEUTRAL 10 53.35 16.7000000 DECEASED Basal ER-/HER2- Died of Disease NO Breast Invasive Lobular Carcinoma Negative Negative 3 40.00 2 10.493644 5.660715 5.738389 6.124185 6.872580 5.505440 6.097286 6.456928
MB-5300 0 2.03000 Moderate NO 3 Positve NEUTRAL 8 55.53 190.1666667 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 1 15.00 1 11.231798 11.605628 11.772433 11.172201 12.340673 6.090582 5.946371 6.085239
MB-5301 NA 3.03600 Moderate NO 3 Negative NEUTRAL 8 64.46 241.2333333 LIVING Her2 ER-/HER2- Living YES Invasive Breast Carcinoma Negative Negative 2 18.00 1 10.331150 7.247134 11.231524 9.246061 11.318155 5.439455 5.723620 6.907871
MB-5302 NA 2.12000 High NO 3 Positve NEUTRAL 3 52.81 191.1000000 LIVING Normal ER+/HER2- High Prolif Living YES Invasive Breast Carcinoma Negative Negative 1 60.00 2 10.934124 10.762109 11.876026 10.769930 12.640311 5.278299 6.115944 6.114327
MB-5305 1 4.06000 High NO 3 Positve NEUTRAL 8 61.88 149.4333333 DECEASED LumA ER+/HER2- High Prolif Died of Disease NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 30.00 2 11.649785 11.209930 12.074543 11.740898 13.243052 7.966206 5.725407 6.202668
MB-5306 0 4.03000 High NO 3 Positve GAIN 7 58.26 159.7333333 LIVING LumA ER+/HER2- High Prolif Living NO Breast Invasive Ductal Carcinoma Negative Negative 3 15.00 1 11.951102 11.178645 11.417880 11.044550 12.749519 5.284048 5.701633 6.374680
MB-5308 0 4.05000 Low NO 3 Positve NEUTRAL 4ER+ 67.62 104.7666667 DECEASED Normal ER+/HER2- Low Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 25.00 2 10.806838 10.468244 11.150381 9.847877 11.963959 6.014838 6.313370 6.093787
MB-5310 0 3.06000 High NO 3 Positve NEUTRAL 3 71.40 153.3000000 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Mixed Ductal and Lobular Carcinoma Negative Negative 2 30.00 2 9.702529 11.139701 11.456198 10.625610 12.704184 5.575880 5.615478 5.918913
MB-5311 0 3.05400 High NO 3 Positve NEUTRAL 4ER+ 73.01 57.6666667 DECEASED claudin-low ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 2 27.00 2 9.205156 10.254346 10.080318 9.534636 10.071926 5.809117 6.545702 6.049229
MB-5312 6 6.12000 High YES 3 Negative GAIN 5 50.60 37.9000000 DECEASED Her2 HER2+ Died of Disease NO Breast Invasive Ductal Carcinoma Positive Negative 3 60.00 3 13.292794 6.385216 10.863401 8.133565 10.878577 5.377361 6.077032 5.752331
MB-5313 14 3.06000 Moderate NO 3 Positve NEUTRAL 1 79.12 46.5333333 DECEASED Her2 ER+/HER2- High Prolif Died of Disease NO Breast Invasive Lobular Carcinoma Negative Positive NA 30.00 2 11.027799 9.470693 11.146738 9.687109 10.923434 5.770761 6.298175 6.143300
MB-5315 16 6.16000 High YES 3 Negative GAIN 4ER- 52.13 43.0333333 DECEASED Her2 HER2+ Died of Disease YES Breast Invasive Ductal Carcinoma Positive Negative 3 80.00 3 13.770456 6.012965 8.810337 6.886413 11.248743 5.121637 5.846095 6.431467
MB-5317 1 4.03000 High NO 3 Positve NEUTRAL 8 69.70 53.6333333 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 15.00 2 9.396392 12.767247 12.528416 10.963352 13.367119 9.179270 6.120361 5.501140
MB-5318 0 4.03600 Moderate NO 3 Positve GAIN 5 60.96 14.1666667 DECEASED LumB HER2+ Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 18.00 1 12.360054 9.084963 11.416142 9.625290 12.255993 5.326673 5.630683 5.636800
MB-5322 1 4.04600 Moderate NO 3 Positve NEUTRAL 2 66.58 102.3000000 DECEASED LumA ER+/HER2- High Prolif Died of Disease YES Breast Mixed Ductal and Lobular Carcinoma Negative Negative 2 23.00 2 10.524423 10.797685 11.603089 11.722863 13.536900 5.413568 5.637425 7.064151
MB-5323 0 4.03000 Moderate NO 3 Negative LOSS 4ER- 31.26 226.0666667 LIVING claudin-low ER-/HER2- Living NO Breast Invasive Ductal Carcinoma Negative Negative 3 15.00 1 8.899406 6.539755 6.649990 6.906991 6.896418 5.465960 6.045435 5.875083
MB-5324 0 3.02000 Moderate NO 3 Positve NEUTRAL 3 64.01 190.1000000 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 10.00 1 10.415639 11.490173 12.070960 10.697189 12.464467 6.415185 5.924192 5.833424
MB-5325 NA 5.16000 Moderate YES 3 Negative NEUTRAL 10 43.04 204.2333333 LIVING claudin-low ER-/HER2- Living YES Invasive Breast Carcinoma Negative Negative 3 80.00 NA 10.079395 6.583620 6.805969 7.991529 8.388871 5.155749 5.969763 5.778319
MB-5326 0 2.09600 Moderate NO 3 Positve NEUTRAL 4ER+ 79.26 96.2000000 DECEASED Normal NA Died of Other Causes YES Breast Invasive Lobular Carcinoma Negative Negative 1 48.00 2 10.070246 10.277333 11.397812 9.051080 14.381972 5.119213 5.343784 5.682780
MB-5327 0 3.05000 High NO 3 Negative GAIN 5 66.94 163.5333333 LIVING Her2 HER2+ Living YES Breast Invasive Lobular Carcinoma Positive Negative 2 25.00 2 12.713227 6.142690 11.423779 6.130338 11.251495 5.385868 6.301440 5.711413
MB-5328 1 4.10000 High NO 3 Positve NEUTRAL 1 74.57 14.2000000 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Negative 2 50.00 2 10.843960 12.024064 11.417608 11.385652 11.519226 5.730112 5.845594 5.800839
MB-5329 13 6.13000 High YES 3 Negative NEUTRAL 2 64.64 45.7333333 DECEASED LumA ER+/HER2- Low Prolif Died of Disease YES Breast Invasive Lobular Carcinoma Negative Negative 3 65.00 3 10.565323 8.170725 11.255509 9.636672 12.437614 5.444350 5.426940 5.738144
MB-5330 0 3.05000 High NO 3 Positve NEUTRAL 8 70.49 114.5333333 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Lobular Carcinoma Negative Positive 2 25.00 NA 10.463918 9.992524 11.473236 10.640569 12.637721 7.749998 5.439164 6.685856
MB-5331 0 3.04600 Moderate NO 3 Positve GAIN 2 54.69 124.1333333 DECEASED LumA HER2+ Died of Disease NO Breast Invasive Ductal Carcinoma Positive Negative 2 23.00 2 13.875114 11.534940 11.852294 10.570548 12.405554 5.745028 5.528280 6.177369
MB-5332 1 4.03600 High NO 3 Positve GAIN 5 68.93 98.8333333 DECEASED Her2 ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Positive Positive 2 18.00 2 13.692633 10.441387 11.032458 9.706825 12.456131 6.643702 5.464892 5.474414
MB-5334 0 4.04000 High NO 3 Positve NEUTRAL 9 78.44 85.4000000 DECEASED LumA ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 3 20.00 1 11.438742 9.675913 11.705760 10.038970 12.142138 6.943222 5.794747 6.035398
MB-5335 0 4.05400 High NO 3 Negative NEUTRAL 10 41.81 25.2333333 DECEASED Basal ER-/HER2- Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 3 27.00 2 9.711387 5.600507 6.015444 7.503853 7.769502 5.241336 6.163670 5.429444
MB-5338 2 4.04000 High NO 3 Positve NEUTRAL 1 61.24 51.6666667 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 2 20.00 2 9.091389 11.287084 11.452068 10.397072 12.626504 5.440997 5.851136 6.568290
MB-5339 2 5.03000 High NO 3 Positve NEUTRAL 3 71.78 195.8666667 LIVING NC ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 15.00 2 9.741564 10.460211 11.801128 10.083925 11.403469 5.685994 5.518248 6.402687
MB-5341 0 3.04000 High NO 3 Positve NEUTRAL 2 56.37 250.8333333 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 20.00 1 10.864375 12.293680 13.127682 10.963365 13.338984 8.272223 5.849406 6.561951
MB-5345 4 4.03000 Moderate NO 3 Positve NEUTRAL 4ER+ 76.87 216.0333333 DECEASED Normal ER+/HER2- Low Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 1 15.00 2 9.428076 11.000072 11.452361 10.023931 12.543945 6.776780 5.828993 5.817206
MB-5346 3 5.16000 High YES 3 Negative NEUTRAL 10 52.09 194.3000000 LIVING Basal NA Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 80.00 NA 8.698445 6.348088 6.652984 5.592608 6.088319 5.421555 5.938473 6.930741
MB-5347 1 5.05000 High NO 3 Positve NEUTRAL 3 56.89 211.9000000 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 25.00 2 9.966918 11.098914 11.776856 9.599443 12.542817 7.965065 6.367457 5.787859
MB-5348 1 5.03000 High YES 3 Negative NEUTRAL 10 41.27 169.6666667 LIVING claudin-low ER-/HER2- Living NO Breast Invasive Ductal Carcinoma Negative Negative 3 15.00 2 9.773218 6.370563 6.289338 6.188599 6.860028 5.370241 6.234788 5.651641
MB-5349 NA 3.03000 High NO 3 Positve NEUTRAL 4ER+ 72.88 191.0000000 DECEASED LumA ER+/HER2- Low Prolif Died of Disease NO Invasive Breast Carcinoma Negative Positive 2 15.00 1 9.936501 11.163289 12.186187 10.717100 11.807465 6.795700 5.582122 6.724170
MB-5350 1 5.05000 High NO 3 Positve NEUTRAL 4ER+ 66.70 53.6333333 DECEASED claudin-low ER-/HER2- Died of Disease YES Breast Mixed Ductal and Lobular Carcinoma Negative Negative 3 25.00 2 9.575903 10.418502 10.342169 8.897812 9.850476 5.091556 5.404024 6.043450
MB-5351 0 4.00400 Moderate NO 3 Positve GAIN 4ER+ 47.35 202.1000000 LIVING Normal HER2+ Living NO Breast Invasive Ductal Carcinoma Positive Negative 3 2.00 1 13.077473 7.232463 10.607615 9.028630 11.733374 5.465681 6.075267 5.953578
MB-5358 3 4.11400 Moderate NO 3 Positve NEUTRAL 3 72.88 28.8333333 DECEASED LumA ER+/HER2- Low Prolif Died of Disease YES Breast Mixed Ductal and Lobular Carcinoma Negative Negative 2 57.00 3 10.934515 9.791046 12.103512 10.853383 12.636080 5.482048 5.959566 6.207374
MB-5360 0 3.14000 High NO 3 Positve NEUTRAL 8 66.39 161.1333333 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Mixed Ductal and Lobular Carcinoma Negative Negative 2 70.00 3 11.031097 12.029095 11.483571 9.997578 12.530885 5.394006 5.959051 6.319345
MB-5361 1 4.08000 High NO 3 Positve GAIN 8 76.01 15.3666667 DECEASED LumA ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 2 40.00 2 10.864898 11.277442 11.637567 9.330004 11.498373 6.300727 6.033157 6.551172
MB-5364 0 4.03000 Moderate NO 3 Positve NEUTRAL 3 56.89 125.7666667 DECEASED Normal ER+/HER2- Low Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 15.00 1 10.346668 11.127473 11.068880 9.801191 12.301732 5.991000 6.328128 5.930358
MB-5365 2 4.05000 High NO 3 Positve NEUTRAL 7 79.29 23.0333333 DECEASED LumA ER+/HER2- Low Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 2 25.00 2 10.856082 12.369488 12.166708 11.472245 13.110359 6.208712 6.019353 6.429173
MB-5366 1 5.08000 High NO 3 Positve GAIN 5 75.56 243.1666667 LIVING Her2 HER2+ Living NO Breast Invasive Lobular Carcinoma Negative Negative 3 40.00 2 12.281983 9.607200 11.183832 9.067047 11.227116 5.694384 5.893207 5.835353
MB-5368 1 5.03000 Low NO 3 Positve GAIN 4ER+ 77.15 100.1333333 DECEASED Normal ER+/HER2- Low Prolif Died of Other Causes NO Invasive Breast Carcinoma Negative Positive 3 15.00 2 10.713893 10.286502 10.550031 9.491567 11.802656 6.898252 5.589907 6.175361
MB-5369 0 3.05000 High NO 3 Positve NEUTRAL 8 66.18 39.3000000 DECEASED LumA ER+/HER2- Low Prolif Died of Disease YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 25.00 2 10.976802 11.841405 11.962994 10.175902 12.194488 7.586897 6.082820 6.036988
MB-5370 0 4.04400 Moderate NO 3 Positve NEUTRAL 8 62.55 119.3000000 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 3 22.00 2 10.256200 11.462254 12.413669 10.297279 13.282433 8.064143 5.959905 6.062882
MB-5373 1 5.05000 Low NO 3 Positve NEUTRAL 4ER+ 67.13 2.5333333 LIVING LumB ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 25.00 2 9.318001 11.824014 11.439753 10.276534 11.537740 5.166552 5.995486 5.882746
MB-5377 7 6.09000 High YES 3 Negative NEUTRAL 8 35.14 102.0000000 DECEASED LumB ER+/HER2- Low Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 45.00 2 10.639458 11.733581 12.119722 10.558103 12.648246 7.884832 6.204999 6.513555
MB-5378 3 5.09000 High YES 3 Negative NEUTRAL 10 57.99 12.2666667 DECEASED Basal ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 45.00 3 10.563244 7.906090 7.837028 6.712732 8.809127 5.669158 6.318885 7.249120
MB-5381 2 5.10000 Moderate YES 3 Negative GAIN 5 44.00 201.8333333 DECEASED Her2 HER2+ Died of Disease YES Breast Invasive Ductal Carcinoma Positive Negative 3 50.00 2 13.375960 7.004672 10.644040 8.809316 12.188088 5.476472 6.473052 5.628649
MB-5382 4 5.06000 High NO 3 Positve NEUTRAL 7 69.27 116.2333333 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 2 30.00 2 10.621639 10.632636 11.347563 10.772760 11.784767 7.848351 5.978250 5.910218
MB-5383 3 4.15000 Moderate NO 3 Positve NEUTRAL 8 83.90 113.6666667 DECEASED LumA ER+/HER2- Low Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 2 75.00 NA 10.858904 11.453428 11.702766 10.361721 13.002640 6.447579 5.759590 6.209522
MB-5384 0 3.02600 High NO 3 Positve GAIN 1 61.05 71.1666667 DECEASED LumA ER+/HER2- High Prolif Died of Other Causes NO Invasive Breast Carcinoma Negative Positive 2 13.00 NA 11.466195 9.751987 11.410254 10.171881 11.898876 5.816636 5.921862 6.710115
MB-5385 NA 2.04000 Moderate NO 3 Positve GAIN 4ER+ 83.32 148.8000000 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Invasive Breast Carcinoma Negative Positive 1 20.00 1 10.166213 12.688544 11.896375 11.482455 12.398811 7.502631 6.360835 5.797356
MB-5386 0 3.04000 Low NO 3 Positve GAIN 7 65.86 192.2000000 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 20.00 1 11.164155 12.168660 11.521764 10.424364 12.565768 6.474695 6.053400 6.480772
MB-5387 NA 5.02600 High YES 3 Negative NEUTRAL 10 45.33 45.6333333 DECEASED Basal ER-/HER2- Died of Disease YES Invasive Breast Carcinoma Negative Negative 3 13.00 2 10.486051 6.079974 6.738425 6.909491 6.181894 5.357426 5.983167 5.358377
MB-5388 0 3.03000 High NO 3 Positve NEUTRAL 7 69.80 146.9333333 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 15.00 1 10.254419 11.348611 11.335001 9.735102 12.228095 8.635340 6.322774 6.395245
MB-5389 0 3.06200 High NO 3 Positve NEUTRAL 7 64.76 124.7666667 DECEASED LumA ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 2 31.00 2 11.078281 12.215648 12.065921 10.174360 12.414566 9.156233 6.441543 5.922220
MB-5390 12 6.02600 High YES 3 Negative NEUTRAL 10 37.27 30.9333333 DECEASED Basal ER-/HER2- Died of Disease YES Breast Invasive Lobular Carcinoma Negative Negative 3 13.00 3 9.537383 6.473922 6.259462 6.286688 8.877062 5.334834 6.272035 5.828409
MB-5392 0 4.02800 High NO 3 Negative NEUTRAL 4ER- 57.34 237.2666667 LIVING claudin-low ER-/HER2- Living NO Breast Invasive Lobular Carcinoma Negative Negative 3 14.00 1 10.600012 6.676378 10.300436 6.391013 10.225297 5.206300 5.928800 6.170836
MB-5393 0 3.04400 Moderate NO 3 Positve NEUTRAL 7 82.72 154.0000000 DECEASED LumB ER+/HER2- Low Prolif Died of Other Causes NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 22.00 2 9.262367 11.892534 11.669384 10.260573 12.744551 6.908604 6.186115 5.841768
MB-5394 NA 4.05600 Moderate NO 3 Positve GAIN 1 72.18 193.6000000 LIVING Her2 NA Living YES Invasive Breast Carcinoma Positive Negative 2 28.00 3 14.034453 7.523606 11.199459 8.929716 12.261064 5.502709 5.831664 6.357044
MB-5395 0 4.02800 High NO 3 Positve NEUTRAL 3 71.51 165.1666667 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 14.00 1 11.195285 10.417900 11.075229 9.746915 12.126548 8.451855 6.538068 6.523068
MB-5396 0 4.02800 Moderate NO 3 Positve NEUTRAL 9 61.84 165.6666667 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 14.00 1 10.627873 11.199236 11.885384 10.309245 12.230598 5.400424 6.056911 5.733476
MB-5397 0 4.10000 High NO 3 Positve NEUTRAL 3 61.16 172.8666667 DECEASED LumA ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 3 50.00 NA 9.852740 10.223800 11.022889 9.706750 11.676403 7.454432 6.283161 6.599145
MB-5398 4 5.04000 High NO 3 Positve NEUTRAL 4ER+ 71.01 213.0000000 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 20.00 2 11.091723 12.327973 12.312796 10.324344 13.090414 9.213715 6.094377 5.922287
MB-5399 2 2.04400 Low NO 3 Positve NEUTRAL 3 73.10 106.8000000 DECEASED LumA ER+/HER2- Low Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative NA 22.00 2 10.865963 12.101588 11.791710 10.795124 12.958237 5.679195 6.512643 6.584812
MB-5401 0 3.02400 Moderate NO 3 Positve NEUTRAL 7 75.42 70.1666667 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 12.00 1 10.365864 10.033317 11.157220 10.371551 12.533721 8.078016 5.954670 6.439356
MB-5402 0 3.03200 High NO 3 Positve GAIN 7 81.76 107.7666667 DECEASED LumA ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 2 16.00 1 11.653484 11.633981 11.596681 10.528913 10.473786 5.847399 5.985325 6.246912
MB-5403 10 5.05000 High NO 3 Positve NEUTRAL 8 85.94 95.7333333 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 2 25.00 2 10.204620 12.011131 12.229949 9.683266 13.156033 9.581043 6.162949 5.936286
MB-5404 3 4.07000 High NO 3 Positve NEUTRAL 8 81.57 74.7333333 DECEASED LumA ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 2 35.00 2 10.455154 11.685694 11.509792 10.338512 11.822083 6.821357 6.071703 6.273909
MB-5405 2 5.05000 High NO 3 Positve NEUTRAL 3 64.43 117.6000000 LIVING claudin-low ER+/HER2- High Prolif Living YES Invasive Breast Carcinoma Negative Negative 3 25.00 2 10.169335 11.286859 11.205953 9.350312 12.278880 5.319584 6.526272 6.337274
MB-5406 5 3.06000 High NO 3 Positve NEUTRAL 9 80.48 97.4333333 DECEASED LumB NA Died of Disease YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive NA 30.00 2 10.769083 11.222157 11.146198 9.861918 11.480177 7.433061 5.779214 5.750666
MB-5407 0 4.00200 Low NO 3 Positve GAIN 8 36.03 205.6000000 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 1.00 1 11.983508 10.877464 11.983090 11.062041 12.856245 7.275882 5.890194 6.079454
MB-5408 0 3.03200 Moderate NO 3 Positve GAIN 4ER+ 65.48 101.4000000 LIVING claudin-low ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 2 16.00 1 12.498540 6.387694 10.201224 7.947769 11.393027 5.405256 5.953031 6.273987
MB-5409 5 6.04400 High YES 3 Negative GAIN 5 51.62 198.1333333 LIVING Her2 HER2+ Living YES Breast Invasive Ductal Carcinoma Positive Negative 3 22.00 2 13.333988 6.631633 10.897610 7.338484 11.033653 5.577677 6.058227 6.080644
MB-5410 0 4.06000 High NO 3 Positve NEUTRAL 8 66.45 202.7666667 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 30.00 2 11.492955 11.634604 11.405779 11.110287 12.993946 6.288029 5.640610 5.766565
MB-5411 1 5.03600 High YES 3 Negative GAIN 5 43.61 26.0000000 DECEASED Her2 HER2+ Died of Disease NO Breast Invasive Ductal Carcinoma Positive Negative 3 18.00 2 14.314327 5.822146 11.409575 8.410956 11.075377 5.535425 6.399678 6.907578
MB-5412 0 3.02800 High NO 3 Positve NEUTRAL 3 51.87 220.2333333 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 14.00 1 10.918006 9.733417 11.373662 10.282129 12.191197 6.909690 5.947493 6.646597
MB-5413 NA 3.03000 Moderate NO 3 Positve GAIN 7 71.38 157.8333333 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 2 15.00 1 11.359250 10.957908 11.616481 10.087426 12.760210 7.473333 6.233356 6.238111
MB-5414 1 5.05000 High NO 3 Positve GAIN 9 61.14 140.6000000 DECEASED LumB HER2+ Died of Other Causes YES Breast Invasive Ductal Carcinoma Positive Negative 3 25.00 2 13.416060 9.797109 11.337152 9.590202 10.715360 5.160689 6.241905 6.588267
MB-5417 4 6.12000 High YES 3 Negative GAIN 5 45.80 107.0666667 LIVING Her2 HER2+ Living YES Breast Invasive Ductal Carcinoma Positive Negative 3 60.00 3 14.320825 5.453830 11.452661 7.202404 11.606988 4.945672 6.084840 5.679281
MB-5418 1 5.05000 High NO 3 Positve GAIN 5 64.15 207.1666667 LIVING LumB HER2+ Living NO Breast Invasive Ductal Carcinoma Positive Positive 3 25.00 2 13.676881 10.806046 12.107243 9.963939 13.265161 6.740484 6.118558 5.889322
MB-5420 0 4.04000 Low NO 3 Positve GAIN 5 71.49 193.9000000 LIVING Basal HER2+ Living YES Breast Invasive Ductal Carcinoma Positive Negative 3 20.00 1 13.498229 8.617361 10.806408 9.047515 11.912236 5.629815 6.125402 5.983601
MB-5421 0 4.04000 High NO 3 Negative NEUTRAL 10 68.00 194.5666667 LIVING Basal ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 20.00 1 10.547536 6.452321 6.208220 6.153375 6.529166 5.374743 6.267247 7.094711
MB-5422 0 2.06400 Moderate NO 3 Positve NEUTRAL 6 47.14 46.0666667 DECEASED LumA ER+/HER2- Low Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 1 32.00 2 10.655068 10.481521 11.176679 11.163747 12.342505 7.310476 5.757334 6.676939
MB-5424 0 3.02600 Moderate NO 3 Positve NEUTRAL 2 66.42 83.5333333 DECEASED LumA ER+/HER2- Low Prolif Died of Disease NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 13.00 1 10.157845 11.226755 11.846374 10.566421 12.098596 6.931113 5.960880 5.706258
MB-5425 3 4.08000 High NO 3 Positve NEUTRAL 7 67.59 49.4666667 DECEASED LumA ER+/HER2- Low Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 2 40.00 2 10.471661 11.381467 11.699560 10.470207 12.406206 7.155233 5.550686 6.354271
MB-5426 11 6.05000 Low YES 3 Negative GAIN 10 53.69 34.6333333 DECEASED Basal HER2+ Died of Disease YES Breast Invasive Ductal Carcinoma Positive Positive 3 25.00 2 14.333510 6.532169 11.052941 7.583774 10.794249 5.912105 6.250129 5.641149
MB-5427 0 3.05000 Moderate NO 3 Negative NEUTRAL 9 83.68 155.7333333 DECEASED Basal ER-/HER2- Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 2 25.00 2 10.918596 5.427875 5.770147 7.158156 6.658361 5.230721 5.523073 6.512787
MB-5428 0 3.03000 Low NO 3 Positve NEUTRAL 4ER+ 55.36 150.4666667 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 15.00 1 10.708146 11.161834 11.519447 10.735167 12.319268 6.124726 5.915299 6.287477
MB-5429 0 3.04000 High NO 3 Positve NEUTRAL 4ER+ 86.04 30.7000000 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Negative 2 20.00 1 10.568412 12.305307 12.727490 10.945202 11.665272 5.441526 6.081517 6.188592
MB-5431 0 3.03000 Low NO 3 Positve NEUTRAL 4ER+ 49.91 15.8666667 DECEASED claudin-low ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 2 15.00 1 9.525555 8.844770 8.841937 7.676375 9.021732 5.737093 5.991081 5.650597
MB-5432 1 4.04400 High NO 3 Positve NEUTRAL 7 61.00 98.5000000 DECEASED LumA ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 2 22.00 2 10.123730 11.691816 11.705047 11.329683 12.498694 7.220227 5.859935 6.179677
MB-5433 0 3.06000 High NO 3 Positve GAIN 7 69.37 176.3666667 DECEASED LumA ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 2 30.00 2 11.351004 11.707178 12.101667 11.495925 14.290681 5.985421 5.709889 6.167240
MB-5434 1 5.11000 Low NO 3 Positve NEUTRAL 9 71.07 45.1666667 DECEASED LumB ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 3 55.00 3 10.463409 11.173046 11.540986 10.194353 11.633488 7.058089 6.764432 5.604954
MB-5435 0 1.05000 Moderate NO 3 Positve NEUTRAL 9 77.09 104.0000000 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive NA 25.00 2 10.563866 11.158759 12.388493 10.752288 12.603838 7.326703 5.973642 5.820302
MB-5440 1 5.03600 High YES 3 Negative NEUTRAL 10 49.05 196.6333333 LIVING claudin-low ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 18.00 2 10.322288 6.604195 7.510855 6.656019 5.962669 5.306887 6.006168 7.119287
MB-5441 0 4.07000 Moderate NO 3 Negative GAIN 4ER- 90.08 9.7000000 DECEASED Her2 ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Positive Negative 3 35.00 3 13.387832 6.744248 11.357608 8.949424 11.626012 5.574653 6.162817 5.840564
MB-5442 2 5.07000 High YES 3 Negative NEUTRAL 10 44.93 205.8000000 LIVING Basal ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 35.00 2 10.325657 5.433721 6.502632 8.700681 8.642320 5.785605 6.087607 6.855724
MB-5444 0 2.03000 Low NO 3 Positve NEUTRAL 7 49.58 240.4333333 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 1 15.00 NA 10.442123 10.278496 11.392541 10.781311 11.866288 7.668447 6.383222 6.234717
MB-5446 1 5.05000 Moderate YES 3 Negative NEUTRAL 4ER- 51.25 162.8333333 DECEASED Her2 ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 25.00 2 10.282229 6.289918 11.095627 7.019375 10.730516 5.389320 6.054844 5.675359
MB-5447 5 3.02400 Low NO 3 Positve NEUTRAL 6 68.10 148.8666667 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive NA 12.00 3 10.343475 10.718495 11.244786 9.778472 11.156272 6.320720 6.150715 5.945631
MB-5450 0 4.02400 Low NO 3 Negative NEUTRAL 10 38.92 190.2000000 LIVING claudin-low ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 12.00 1 10.367737 6.625908 7.375974 6.894676 7.013452 5.503660 6.088125 6.570340
MB-5451 0 3.03000 Moderate NO 3 Positve NEUTRAL 8 43.44 189.9000000 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 15.00 1 11.121561 11.106337 12.153543 11.527023 13.273836 7.335804 5.751471 6.662797
MB-5452 3 4.03600 Moderate NO 3 Positve NEUTRAL 2 66.20 16.1666667 DECEASED LumA NA Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 2 18.00 2 11.008412 12.034123 12.264635 11.565904 12.524107 5.985089 5.779725 6.882071
MB-5453 3 5.06000 Low YES 3 Negative NEUTRAL 4ER- 36.99 57.3000000 DECEASED Normal ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 30.00 2 10.377979 7.925208 10.229095 8.132453 11.123880 6.287776 5.904884 6.484333
MB-5454 4 6.06000 Moderate NO 3 Positve NEUTRAL 10 55.57 50.6666667 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 30.00 2 10.385219 8.479373 10.736994 9.084064 10.977491 5.218881 5.969727 5.838763
MB-5455 2 4.02000 Moderate NO 3 Positve NEUTRAL 4ER+ 73.24 61.8000000 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Mixed Ductal and Lobular Carcinoma Negative Negative 2 10.00 2 10.030860 11.464627 11.032266 9.412803 12.494696 5.300969 5.723131 5.952094
MB-5457 0 3.03200 Moderate NO 3 Positve NEUTRAL 3 52.57 164.5666667 DECEASED LumA ER+/HER2- Low Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 2 16.00 1 10.555281 9.357569 11.673134 9.771188 11.309634 5.656679 6.427253 6.461105
MB-5458 1 5.05000 Low YES 3 Negative GAIN 5 54.96 183.4333333 LIVING Basal HER2+ Living NO Breast Invasive Ductal Carcinoma Positive Negative 3 25.00 2 14.370253 5.900927 10.807087 8.388880 10.792845 5.200408 5.827481 6.746044
MB-5459 1 5.04000 Moderate NO 3 Positve GAIN 5 64.07 90.8000000 DECEASED LumB HER2+ Died of Disease YES Breast Invasive Ductal Carcinoma Positive Negative 3 20.00 2 14.136408 10.720242 12.125183 10.447794 12.201753 5.409393 6.428664 5.864763
MB-5460 NA 4.01000 Low NO 3 Positve NEUTRAL 9 55.59 218.6333333 LIVING Basal ER+/HER2- High Prolif Living YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 3 5.00 1 10.128086 9.117113 11.056280 10.039893 11.773201 6.258561 5.766908 6.244752
MB-5463 16 3.09600 High NO 3 Positve NEUTRAL 9 71.91 58.1333333 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Lobular Carcinoma Negative Positive NA 48.00 2 11.234659 11.295305 11.376191 10.344188 12.639822 6.031215 5.714984 6.021778
MB-5464 2 2.03600 Moderate NO 3 Positve NEUTRAL 4ER+ 65.58 116.5333333 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive NA 18.00 2 10.224088 11.106983 12.484521 10.552476 12.380299 8.723374 5.557888 6.826272
MB-5465 0 4.05000 Low NO 3 Negative LOSS 10 69.83 18.8000000 DECEASED Basal ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 25.00 2 9.045857 5.951615 6.561508 5.901837 6.955087 5.030276 6.335867 5.833098
MB-5467 NA 4.02000 NA NO 3 Positve NEUTRAL 7 36.01 186.1000000 LIVING Normal ER+/HER2- High Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 3 10.00 1 10.665466 9.793607 11.230281 9.443449 11.899112 5.833489 5.876084 5.827502
MB-5468 1 5.05000 High YES 3 Negative GAIN 10 48.10 99.3666667 LIVING Basal ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Positive Negative 3 25.00 2 12.123202 5.782676 5.770410 6.981924 7.534937 5.281122 6.384676 5.597209
MB-5470 0 2.00000 Moderate NO 3 Positve NEUTRAL 9 48.07 42.0666667 DECEASED Basal ER+/HER2- High Prolif Died of Disease NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive 1 NA NA 9.696476 8.628110 10.636724 9.962722 12.224198 6.515598 5.483555 6.723789
MB-5471 0 4.02600 Moderate NO 3 Positve NEUTRAL 3 67.54 185.7666667 LIVING LumA ER+/HER2- High Prolif Living NO Breast Invasive Ductal Carcinoma Negative Negative 3 13.00 1 9.759673 10.628817 11.335458 10.183040 11.398004 5.349740 6.444993 6.603561
MB-5472 0 3.05000 High NO 3 Positve NEUTRAL 8 74.78 19.5666667 DECEASED LumA ER+/HER2- Low Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 2 25.00 NA 10.228074 12.210204 12.156248 11.632828 12.487372 7.474254 5.823685 6.723600
MB-5473 5 6.07000 High NO 3 Positve NEUTRAL 3 72.61 125.9000000 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 3 35.00 2 10.391981 10.582323 12.036465 10.424056 12.219767 6.607339 5.541977 6.346313
MB-5474 1 5.07000 Moderate YES 3 Negative GAIN 5 46.26 226.7000000 LIVING claudin-low HER2+ Living NO Breast Invasive Ductal Carcinoma Positive Negative 3 35.00 2 14.110111 6.365024 10.434311 7.594532 10.345606 5.277757 6.091245 6.120403
MB-5475 3 4.04600 High NO 3 Positve NEUTRAL 2 73.55 2.5333333 DECEASED LumB ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 2 23.00 2 11.238294 12.083818 12.298126 11.327528 11.961877 5.800946 6.250020 6.311227
MB-5477 0 3.07000 High NO 3 Positve NEUTRAL 3 59.02 110.4666667 LIVING LumB ER+/HER2- High Prolif Living NO Breast Negative Positive 2 35.00 2 10.231659 11.931020 12.087194 10.919759 12.635316 7.364345 5.520732 6.177971
MB-5478 21 6.04000 Moderate NO 3 Positve NEUTRAL 3 72.23 34.3000000 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Mixed Ductal and Lobular Carcinoma Negative Negative 3 20.00 3 9.844239 10.510622 12.069879 11.455800 12.029575 5.587678 6.630547 6.052733
MB-5481 1 5.06000 High NO 3 Positve UNDEF 6 57.62 46.3666667 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 30.00 2 11.197101 11.476083 11.644051 9.464107 10.841577 5.577155 6.125392 6.170669
MB-5482 2 5.03200 Moderate YES 3 Negative LOSS 10 40.75 17.6666667 DECEASED Basal ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 16.00 2 10.670394 7.226780 9.176800 8.041446 9.118470 5.429634 5.884903 6.715578
MB-5483 6 5.05000 High YES 3 Negative GAIN 5 44.50 42.4333333 DECEASED Her2 HER2+ Died of Disease YES Breast Invasive Ductal Carcinoma Positive Negative 2 25.00 2 13.475461 7.031565 11.235655 8.916503 10.790171 5.473497 5.437509 6.489833
MB-5484 0 3.04000 Moderate NO 3 Positve NEUTRAL 7 47.30 238.5000000 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Lobular Carcinoma Negative Positive 2 20.00 1 10.972893 8.794943 11.228618 9.987441 12.966450 7.874747 5.905418 6.357450
MB-5485 2 5.06000 Moderate NO 3 Positve NEUTRAL 9 80.08 31.8000000 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 3 30.00 2 10.641847 11.569568 12.112600 10.951647 10.795090 5.208476 6.096917 6.249854
MB-5486 0 4.05000 High NO 3 Positve LOSS 9 75.65 123.3000000 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 25.00 2 9.789744 12.224828 12.573819 10.767284 12.674217 6.961375 5.745067 6.700201
MB-5489 0 3.03000 High NO 3 Positve NEUTRAL 3 53.60 216.9666667 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 2 15.00 1 10.248024 10.770212 11.671511 9.256231 11.785828 8.466033 6.177884 5.963547
MB-5490 0 3.08000 High NO 3 Positve NEUTRAL 8 65.31 51.2000000 DECEASED LumA ER+/HER2- Low Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 2 40.00 2 10.532638 12.001860 12.143769 10.398386 12.850525 8.960622 6.508823 6.333296
MB-5491 0 4.13000 Moderate NO 3 Positve NEUTRAL 8 72.25 65.8333333 DECEASED LumB ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 3 65.00 2 11.257628 12.362184 11.723708 11.190434 12.222356 7.492926 5.716509 6.314262
MB-5492 6 6.10200 Low NO 3 Positve NEUTRAL 3 74.28 23.3666667 DECEASED LumA ER+/HER2- Low Prolif Died of Disease NO Breast Invasive Lobular Carcinoma Negative Negative 3 51.00 NA 10.206442 11.566524 11.494004 10.408720 13.130426 5.323741 6.221561 5.993001
MB-5493 0 4.10200 High NO 3 Positve LOSS 2 69.84 57.2333333 DECEASED LumB ER+/HER2- High Prolif Died of Disease NO Breast Invasive Lobular Carcinoma Negative Negative 3 51.00 NA 10.430485 11.255150 12.075991 10.662586 11.600137 5.445206 5.951545 5.605542
MB-5495 0 3.04000 High NO 3 Positve NEUTRAL 4ER+ 42.64 228.8000000 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 2 20.00 NA 10.342921 10.067500 11.416193 9.554806 12.075261 6.988576 5.885003 6.526337
MB-5497 0 3.04000 Moderate NO 3 Positve LOSS 1 69.56 237.5000000 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 20.00 1 9.351788 11.811899 11.790008 10.322769 12.349912 6.105060 6.216558 6.435538
MB-5498 0 4.03000 Moderate NO 3 Positve GAIN 1 64.10 225.1666667 LIVING Her2 HER2+ Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 15.00 1 12.205484 9.650190 11.071866 8.591482 11.755790 5.370428 5.725067 5.813898
MB-5499 0 2.04000 High NO 3 Positve NEUTRAL 4ER+ 65.50 123.7333333 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 1 20.00 1 10.455413 10.300754 11.495055 10.730134 10.669543 6.381237 5.956414 6.507874
MB-5502 0 3.05600 High NO 3 Positve NEUTRAL 7 51.62 189.7333333 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 28.00 2 10.249002 10.093005 11.541306 9.696040 11.772594 7.236033 6.153363 6.798916
MB-5505 0 3.03000 Moderate NO 3 Positve NEUTRAL 3 74.26 164.6000000 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 15.00 1 10.563728 12.038552 12.017477 10.296632 12.339623 7.423280 6.120155 6.860616
MB-5510 0 4.07000 Moderate NO 3 Positve NEUTRAL 3 75.73 103.1000000 DECEASED LumA ER+/HER2- Low Prolif Died of Disease NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive 3 35.00 NA 10.604134 11.654668 12.059905 10.213422 11.692007 5.994081 5.937635 6.574425
MB-5511 0 4.04000 High NO 3 Negative NEUTRAL 10 54.18 158.9666667 LIVING Her2 ER-/HER2- Living NO Breast Invasive Ductal Carcinoma Negative Positive 3 20.00 1 10.912983 6.104659 11.786904 6.980871 10.967532 5.908107 6.076095 6.631650
MB-5513 4 5.05800 Low NO 3 Positve LOSS 6 86.55 36.6333333 DECEASED Basal ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 2 29.00 2 8.817855 9.943195 11.294137 9.698270 10.721872 6.692055 6.053870 5.582431
MB-5514 1 4.04000 High NO 3 Positve NEUTRAL 4ER+ 63.45 182.9000000 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 20.00 2 9.660002 12.475659 12.531791 11.240507 12.150151 6.659441 5.860594 5.983952
MB-5518 1 5.04000 High NO 3 Positve NEUTRAL 4ER+ 72.39 30.8666667 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 20.00 2 10.158422 11.169772 11.519125 9.627630 12.060367 6.747904 5.695889 6.429850
MB-5519 1 4.09000 High NO 3 Positve NEUTRAL 8 72.61 169.2333333 DECEASED LumA ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 2 45.00 NA 10.692087 11.275826 11.743858 10.204192 12.455932 6.372452 6.084358 6.571170
MB-5520 4 6.05000 High NO 3 Positve NEUTRAL 7 38.49 16.3000000 DECEASED LumA ER+/HER2- High Prolif Died of Disease NO Breast Mixed Ductal and Lobular Carcinoma Negative Negative 3 25.00 2 9.673568 8.785417 11.217430 9.805778 11.948004 5.453781 6.087309 6.493640
MB-5521 0 4.09000 High NO 3 Positve NEUTRAL 4ER+ 69.27 124.8000000 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 45.00 2 9.381753 9.442471 11.094863 8.588364 10.297359 5.498511 5.668016 6.619159
MB-5525 0 4.05600 Moderate NO 3 Positve NEUTRAL 7 63.20 2.0000000 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Mixed Mucinous Carcinoma Negative Negative 3 28.00 2 10.473869 11.931691 12.194689 10.277672 13.162960 5.289420 5.788744 6.042974
MB-5526 0 4.04000 High NO 3 Negative NEUTRAL 10 45.42 151.0666667 LIVING Basal ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 20.00 1 9.393438 5.507587 7.262241 7.942388 7.848559 5.311964 6.251804 7.347461
MB-5527 8 5.02200 NA YES 3 Negative GAIN 4ER- 53.48 180.5666667 LIVING claudin-low ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Positive Negative 2 11.00 2 13.202234 5.837341 9.811001 6.570118 9.479117 5.402355 6.449477 6.680686
MB-5529 2 5.07000 High YES 3 Negative NEUTRAL 10 40.21 14.8000000 DECEASED Basal ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 35.00 2 10.210304 6.156337 6.469128 6.994973 5.777297 5.151595 6.084501 5.895184
MB-5530 2 5.05000 Low NO 3 Positve NEUTRAL 7 50.61 185.9333333 LIVING Basal ER+/HER2- High Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 3 25.00 2 9.789332 10.537597 11.009517 9.788690 11.988889 8.081512 5.869851 6.211023
MB-5531 0 3.03000 High NO 3 Negative NEUTRAL 10 66.56 183.9666667 LIVING claudin-low ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 2 15.00 1 9.115451 5.493228 6.200890 7.075163 8.186625 5.469793 6.284287 5.997766
MB-5532 2 4.06000 High NO 3 Positve GAIN 7 69.66 79.8666667 DECEASED LumA ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 2 30.00 2 11.275072 11.333910 11.510841 10.883890 13.005835 5.507149 5.906284 6.199032
MB-5533 1 5.04000 Low NO 3 Positve NEUTRAL 1 71.64 158.0333333 LIVING Normal ER+/HER2- Low Prolif Living YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 3 20.00 2 10.462181 10.582981 11.171515 9.266077 11.549371 6.026580 5.924776 5.828069
MB-5534 10 5.05000 Moderate NO 3 Positve NEUTRAL 4ER+ 80.09 79.1000000 DECEASED claudin-low ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 2 25.00 3 8.962770 9.998104 11.131564 9.666146 10.382770 5.208461 5.796975 6.138277
MB-5535 4 6.04400 High YES 3 Negative GAIN 5 49.87 120.1333333 DECEASED Her2 HER2+ Died of Disease YES Breast Invasive Ductal Carcinoma Positive Negative 3 22.00 2 14.060690 5.741920 10.689763 7.859599 11.005478 5.602788 7.492347 6.755702
MB-5540 4 6.04000 High NO 3 Positve GAIN 1 76.53 48.4333333 DECEASED LumB ER+/HER2- High Prolif Died of Disease NO Breast Mixed Ductal and Lobular Carcinoma Positive Negative 3 20.00 NA 12.286837 11.670626 11.555129 8.788902 11.320674 5.601300 5.983504 6.707525
MB-5541 0 3.04000 Moderate NO 3 Positve GAIN 4ER+ 60.13 200.1333333 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 20.00 1 12.134560 10.561996 11.395895 9.611669 11.259826 5.786211 6.243432 5.966252
MB-5543 0 4.08000 Low NO 3 Positve LOSS 3 79.11 34.4333333 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 3 40.00 2 9.567676 10.743404 11.283121 9.953899 10.701126 6.079539 5.911046 6.269752
MB-5546 NA 3.01000 NA NO 3 Positve NEUTRAL 7 40.96 233.2666667 LIVING Normal ER+/HER2- Low Prolif Living NO Invasive Breast Carcinoma Negative Positive 2 5.00 1 10.742064 10.674557 11.561169 9.629792 12.265867 9.077875 6.398344 6.556375
MB-5547 1 5.06000 Moderate YES 3 Negative NEUTRAL 10 43.08 98.5666667 LIVING Basal ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 30.00 2 9.422977 6.757150 7.766543 6.430898 7.503375 5.251580 6.001410 6.830315
MB-5548 0 4.10000 High NO 3 Negative NEUTRAL 10 62.43 25.3333333 LIVING claudin-low ER-/HER2- Living NO Breast Invasive Ductal Carcinoma Negative Negative 3 50.00 NA 8.482694 5.640685 6.478887 7.806412 7.176073 5.343731 5.614332 7.446414
MB-5549 2 4.04000 Moderate YES 3 Negative GAIN 1 54.83 88.9333333 DECEASED Her2 ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Positive Negative 2 20.00 2 13.292739 5.775055 11.181597 6.897331 10.800537 5.313392 5.945915 6.437107
MB-5550 0 3.05200 Moderate NO 3 Positve NEUTRAL 3 84.30 171.3000000 DECEASED LumA ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 2 26.00 2 10.687336 12.101500 13.045675 10.913960 13.251903 6.314758 5.675730 6.379706
MB-5551 0 4.05400 Moderate NO 3 Negative NEUTRAL 10 67.24 182.2333333 LIVING Basal ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 27.00 2 9.760188 5.930966 6.809134 7.682997 8.804721 5.603324 6.208101 5.832748
MB-5552 2 2.08000 Moderate NO 3 Positve NEUTRAL 6 69.77 34.7000000 DECEASED LumB ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive NA 40.00 NA 10.108832 10.984758 11.633858 8.897219 10.577479 5.970209 6.163401 6.811854
MB-5553 0 3.06000 Low NO 3 Positve NEUTRAL 2 70.52 154.5000000 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 2 30.00 2 10.067855 11.312005 11.783465 11.097046 11.295817 8.185716 5.981484 6.473487
MB-5554 0 2.05200 Moderate NO 3 Positve NEUTRAL 2 57.75 229.8333333 LIVING LumA ER+/HER2- High Prolif Living YES Breast Invasive Lobular Carcinoma Negative Positive 1 26.00 2 10.604331 11.328296 11.997601 10.526321 11.945530 6.025995 5.942395 6.653509
MB-5556 0 4.04000 High NO 3 Positve NEUTRAL 1 53.56 225.4000000 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 20.00 1 10.116082 11.829384 12.077774 11.987366 11.234570 5.283092 5.672870 6.295959
MB-5558 1 5.15000 Low YES 3 Negative GAIN 5 35.13 25.0333333 LIVING Basal HER2+ Living NO Breast Invasive Ductal Carcinoma Positive Positive 3 75.00 3 14.232945 7.694976 11.037189 8.880738 11.205620 5.790153 5.976908 6.520850
MB-5559 1 5.09600 Low YES 3 Negative NEUTRAL 10 42.12 18.8333333 DECEASED Basal ER-/HER2- Died of Disease YES Invasive Breast Carcinoma Negative Positive 3 48.00 2 9.985438 8.032378 9.552349 8.455449 10.242899 6.204137 5.697023 7.290094
MB-5560 0 3.03000 Moderate NO 3 Negative LOSS 10 44.05 186.6000000 LIVING Basal ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 2 15.00 1 8.902971 5.385299 5.753906 8.442162 6.637036 5.438621 5.967720 7.064951
MB-5562 0 3.03000 Moderate NO 3 Positve NEUTRAL 2 73.93 102.9666667 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 2 15.00 1 9.900361 12.718179 12.784682 10.792600 12.871688 6.588406 5.707994 6.373600
MB-5563 0 3.03000 Low NO 3 Positve GAIN 3 76.30 117.6666667 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Lobular Carcinoma Negative Negative 2 15.00 1 12.479658 9.929396 11.844366 10.501480 13.349768 5.663661 5.797153 6.526213
MB-5565 2 5.06000 High YES 3 Negative NEUTRAL 10 64.27 194.1000000 DECEASED claudin-low ER-/HER2- Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 3 30.00 2 9.288567 6.082287 6.423872 6.910077 6.447680 5.671229 6.076203 6.050227
MB-5566 14 6.06400 High YES 3 Negative NEUTRAL 10 38.44 234.4000000 LIVING Basal ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 32.00 NA 10.399783 5.716940 6.964450 7.544160 8.827226 5.175518 6.132151 5.970732
MB-5567 0 3.04000 Moderate NO 3 Positve NEUTRAL 3 74.95 178.5666667 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 20.00 1 10.868481 11.777227 11.758871 10.799620 12.166770 6.357994 6.052898 6.480842
MB-5571 1 4.05000 High NO 3 Positve NEUTRAL 7 78.84 153.8666667 DECEASED LumA ER+/HER2- Low Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 2 25.00 2 10.544575 10.629058 11.863207 9.695869 12.198250 5.996415 5.937972 6.282981
MB-5572 0 4.03000 NA NO 3 Negative NEUTRAL 10 47.88 178.6333333 LIVING claudin-low ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 15.00 1 9.530932 6.435407 5.781766 6.922759 6.422701 5.091937 6.564861 6.307971
MB-5575 0 3.04000 High NO 3 Positve NEUTRAL 1 52.63 117.6666667 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 2 20.00 1 10.427148 10.544018 11.234719 9.422622 10.022318 6.128389 7.199412 6.639754
MB-5576 0 4.04000 Moderate NO 3 Positve NEUTRAL 1 67.79 194.0000000 LIVING LumB ER+/HER2- High Prolif Living YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 3 20.00 1 9.198267 11.149110 11.531300 9.948427 11.235547 5.790764 6.367486 6.570140
MB-5577 8 6.12000 High NO 3 Positve NEUTRAL 3 68.64 55.4000000 DECEASED claudin-low ER+/HER2- High Prolif Died of Disease NO Breast Invasive Lobular Carcinoma Negative Negative 3 60.00 3 9.368217 7.462051 10.767457 8.463370 11.365511 5.516312 6.276899 6.296146
MB-5579 4 6.06000 Moderate NO 3 Positve NEUTRAL 2 68.82 90.6000000 DECEASED LumA ER+/HER2- Low Prolif Died of Disease YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 3 30.00 2 9.727331 10.975483 11.484126 9.911932 11.636400 6.157203 6.626503 6.336919
MB-5580 0 3.05000 Moderate NO 3 Positve NEUTRAL 4ER+ 75.28 71.6333333 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 2 25.00 2 10.015817 11.011660 11.523888 10.449010 12.794773 6.320114 5.775221 6.063530
MB-5582 0 3.02000 Moderate NO 3 Positve NEUTRAL 3 46.43 222.3333333 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 10.00 1 10.898107 10.744186 11.722429 10.315589 12.216520 6.081817 6.100485 6.473865
MB-5583 0 3.03200 Moderate NO 3 Positve NEUTRAL 7 50.75 111.3666667 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 16.00 1 10.729808 9.527713 11.163243 8.804753 10.940973 6.488443 6.766427 6.446063
MB-5584 0 4.04000 High NO 3 Positve NEUTRAL 1 69.55 91.1000000 DECEASED Her2 ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Negative 3 20.00 1 10.184243 11.469531 10.989869 9.813631 10.991532 5.720778 6.072582 6.376520
MB-5585 NA 3.07000 NA NO 3 Positve NEUTRAL 8 75.88 53.9000000 DECEASED LumA ER+/HER2- Low Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 2 35.00 2 11.319453 9.762014 12.068660 10.066562 12.345088 5.242013 6.057556 6.748617
MB-5588 2 5.03600 Moderate NO 3 Positve NEUTRAL 4ER+ 66.55 81.1333333 DECEASED claudin-low ER-/HER2- Died of Disease NO Breast Mixed Ductal and Lobular Carcinoma Negative Negative 3 18.00 2 9.542671 8.390424 9.699929 7.391934 10.098586 5.175139 6.669512 6.176018
MB-5589 0 3.04000 High NO 3 Positve NEUTRAL 8 70.86 185.1333333 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 20.00 NA 10.889588 12.342734 11.704800 10.558436 12.026628 6.648942 6.157178 6.562062
MB-5590 0 4.05200 Moderate NO 3 Positve NEUTRAL 4ER+ 64.93 17.8333333 LIVING LumB ER+/HER2- High Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 3 26.00 2 7.932335 12.196978 11.442465 10.113710 12.233735 7.197386 6.732223 6.479278
MB-5591 0 3.03000 Moderate NO 3 Positve NEUTRAL 3 46.28 155.3666667 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 2 15.00 NA 10.210585 9.955778 11.093099 9.864798 11.803201 7.744914 5.950516 6.589096
MB-5592 0 3.04000 Low NO 3 Positve NEUTRAL 8 66.01 26.3333333 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Lobular Carcinoma Negative Positive 2 20.00 NA 11.136301 10.611734 12.035998 11.205578 13.123531 6.447198 6.228650 6.464757
MB-5593 1 5.07000 Low YES 3 Negative GAIN 5 40.53 92.5000000 DECEASED Her2 HER2+ Died of Disease YES Breast Invasive Lobular Carcinoma Positive Negative 3 35.00 NA 14.460390 5.634956 10.325359 7.296928 11.555225 5.399200 6.451681 5.977105
MB-5596 20 5.06000 Moderate NO 3 Positve NEUTRAL 3 54.27 167.9333333 DECEASED LumA ER+/HER2- Low Prolif Died of Disease NO Breast Invasive Lobular Carcinoma Negative Positive 2 30.00 NA 10.130393 11.013378 11.616437 10.303591 12.362787 6.940459 6.320876 6.496842
MB-5597 1 4.06000 Moderate NO 3 Positve GAIN 3 75.38 32.7333333 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 2 30.00 2 11.115460 11.638029 11.773470 10.260122 12.533367 6.788005 5.595887 5.976277
MB-5599 3 4.04000 High NO 3 Positve NEUTRAL 7 62.88 224.8666667 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 20.00 NA 9.653421 10.972747 10.726161 9.286717 11.194971 7.279582 6.092164 6.309491
MB-5601 3 4.03200 High NO 3 Positve NEUTRAL 3 61.73 214.8000000 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 2 16.00 NA 10.219397 11.742425 11.361839 10.409514 11.438540 5.320156 6.494395 6.142126
MB-5602 8 6.08000 High YES 3 Negative NEUTRAL 10 39.70 224.4333333 LIVING Basal ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 40.00 NA 10.022375 5.374594 10.237671 8.357136 9.962185 5.115034 6.354170 5.900633
MB-5603 2 4.04000 High NO 3 Positve NEUTRAL 2 70.79 171.6333333 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 2 20.00 NA 10.629374 10.563262 11.187922 10.385479 11.866451 5.389824 6.134227 6.170642
MB-5604 2 4.05000 High NO 3 Positve GAIN 1 66.88 145.6333333 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 25.00 2 11.892837 12.624831 11.539704 10.520174 12.756217 5.918165 6.169641 6.268027
MB-5605 0 3.05000 High NO 3 Positve LOSS 3 40.37 123.7000000 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 25.00 2 10.714652 9.593510 11.428576 9.630914 12.315947 7.508865 5.931565 6.704363
MB-5613 1 4.10000 High NO 3 Positve NEUTRAL 10 80.21 212.3666667 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 2 50.00 3 9.255953 10.829279 10.620116 8.388675 11.140924 6.047452 5.704542 7.006204
MB-5614 0 4.03400 Low NO 3 Positve GAIN 9 62.87 116.4333333 DECEASED LumA ER+/HER2- Low Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 17.00 1 10.540369 11.202333 10.924339 9.448278 10.357344 5.802144 6.042170 5.829051
MB-5616 4 6.04000 Moderate YES 3 Negative NEUTRAL 10 41.53 180.6333333 LIVING claudin-low ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 20.00 2 8.993139 6.015335 6.898684 6.451956 6.756697 5.414963 6.449618 6.737374
MB-5617 1 4.06400 High NO 3 Positve NEUTRAL 4ER+ 81.63 128.2000000 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 2 32.00 2 7.281883 12.700418 12.287331 10.891402 11.896539 8.988143 6.059023 5.984993
MB-5620 2 4.06200 Moderate NO 3 Positve NEUTRAL 8 79.42 42.0666667 DECEASED LumA ER+/HER2- Low Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 2 31.00 NA 10.700755 11.658988 12.020195 11.201660 12.655770 7.396273 6.274364 6.715644
MB-5622 0 4.04600 High NO 3 Positve NEUTRAL 1 62.89 182.9333333 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 23.00 2 10.532605 11.042902 11.357428 10.359044 11.002774 6.386430 6.006427 6.472569
MB-5623 0 3.04000 High NO 3 Positve NEUTRAL 3 44.99 137.8000000 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 2 20.00 1 10.601355 10.016784 12.008322 9.919445 11.735028 7.559364 6.272453 6.865324
MB-5624 1 5.05000 High YES 3 Negative NEUTRAL 10 55.43 136.0000000 LIVING Basal NA Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 25.00 NA 10.363133 5.725140 5.641031 6.995283 7.006575 5.400761 6.970851 6.069869
MB-5625 NA 5.08000 Moderate YES 3 Negative NEUTRAL 9 45.51 32.3000000 DECEASED Basal ER-/HER2- Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 3 40.00 NA 10.147164 6.300207 5.808712 7.284075 6.030077 5.316402 6.613307 5.861328
MB-5626 5 5.04000 High NO 3 Positve NEUTRAL 8 73.75 82.9666667 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 2 20.00 2 11.272410 11.616868 11.634331 10.539543 12.357969 5.756496 5.875659 6.548890
MB-5628 4 6.00000 High NO 3 Positve GAIN 5 65.06 42.6000000 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Positive Positive 3 NA NA 13.218316 11.368227 11.537238 8.687295 11.978706 6.140400 6.442752 5.679824
MB-5629 0 3.06000 Moderate NO 3 Positve NEUTRAL 3 71.36 103.8000000 DECEASED LumA ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 2 30.00 NA 10.973729 9.286822 11.304327 9.751389 11.449507 7.266398 6.330410 6.810413
MB-5632 4 5.07000 High NO 3 Positve GAIN 9 78.55 38.1666667 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 2 35.00 2 10.905412 10.206235 10.878608 9.416561 11.319912 5.563176 5.857757 6.303667
MB-5633 7 6.06000 Moderate YES 3 Negative NEUTRAL 4ER- 62.70 35.0333333 DECEASED claudin-low ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 30.00 3 8.619304 6.010846 8.035301 6.157126 8.645816 5.391587 6.358677 6.388873
MB-5634 0 4.06000 High NO 3 Negative NEUTRAL 10 55.53 62.9000000 DECEASED Basal ER-/HER2- Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 3 30.00 2 8.004007 6.253704 6.905833 7.535037 7.705025 5.490949 6.398763 5.905707
MB-5635 0 3.03000 High NO 3 Positve GAIN 4ER+ 57.20 21.0666667 DECEASED LumA ER+/HER2- Low Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 2 15.00 1 10.985459 8.167126 11.125146 10.906891 11.705393 5.453542 5.986824 6.027005
MB-5636 2 2.06000 High NO 3 Positve GAIN 9 68.49 108.3000000 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive NA 30.00 NA 11.138339 10.996522 11.149805 9.841457 12.808867 5.878156 6.101094 6.425695
MB-5638 0 3.04000 Moderate NO 3 Positve NEUTRAL 7 65.14 195.7000000 DECEASED LumA ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 2 20.00 1 10.633693 11.454767 10.930439 10.860615 11.762292 6.091503 6.238432 6.402660
MB-5640 0 3.00200 Low NO 3 Positve NEUTRAL 4ER+ 58.00 172.3000000 LIVING Normal ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 2 1.00 1 10.710609 11.471468 12.006139 10.733006 12.380562 6.767783 5.779344 5.857385
MB-5641 0 4.04400 Low NO 3 Positve LOSS 2 78.64 181.8666667 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 22.00 2 8.964793 11.499151 11.064461 10.234025 12.738320 7.071541 5.385434 5.848844
MB-5642 1 4.06800 Moderate NO 3 Positve NEUTRAL 4ER+ 68.13 156.8000000 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 2 34.00 3 10.187477 12.239438 11.856039 10.330279 12.728805 7.096599 6.200522 6.318522
MB-5645 0 3.04000 High NO 3 Positve NEUTRAL 7 71.31 22.2333333 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 2 20.00 1 10.632966 12.163319 11.084251 10.422667 12.403619 7.995148 6.295504 6.102461
MB-5646 0 4.06000 Moderate NO 3 Positve NEUTRAL 1 58.40 167.1000000 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes YES Breast Mixed Ductal and Lobular Carcinoma Negative Negative 3 30.00 2 11.317020 11.543362 11.220672 10.823727 11.659679 5.563110 6.649982 6.623035
MB-5647 11 6.07000 High NO 3 Positve NEUTRAL 6 65.43 30.8000000 DECEASED LumA ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 3 35.00 2 10.627315 11.754094 11.117625 11.536502 12.309803 5.709541 5.875858 6.195472
MB-5648 NA 4.08000 Low NO 3 Positve NEUTRAL 8 74.92 199.9666667 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 2 40.00 2 10.504799 11.691910 11.873110 10.971910 12.439584 8.070430 5.962301 6.828496
MB-5651 1 5.05200 Moderate YES 3 Negative NEUTRAL 3 51.98 21.0000000 DECEASED claudin-low ER-/HER2- Died of Disease YES Breast Mixed Ductal and Lobular Carcinoma Negative Negative 3 26.00 2 9.392003 5.912321 9.310637 6.383926 8.688131 5.396210 6.154092 6.611281
MB-5652 0 4.03000 Moderate NO 3 Negative GAIN 4ER- 68.75 104.6666667 DECEASED Normal ER-/HER2- Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 3 15.00 1 11.035227 8.324459 10.713730 7.609845 10.775208 5.341263 6.178889 6.135426
MB-5653 0 4.05000 High NO 3 Positve NEUTRAL 9 60.72 194.6000000 LIVING LumB ER+/HER2- High Prolif Living NO Breast Invasive Ductal Carcinoma Negative Negative 3 25.00 2 10.218190 10.738591 10.449019 10.328375 11.792589 5.556452 6.726370 6.213552
MB-5654 1 4.11000 High NO 3 Positve NEUTRAL 8 82.94 173.0333333 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 2 55.00 NA 10.474599 12.006910 12.002094 10.688165 12.332751 9.016660 5.955714 6.396635
MB-5655 0 4.05000 High NO 3 Negative NEUTRAL 10 67.57 191.8000000 LIVING Basal ER-/HER2- Living NO Breast Invasive Ductal Carcinoma Negative Negative 3 25.00 2 9.968060 6.578655 6.268179 6.774251 5.963613 5.410097 6.797672 7.769900
MB-5656 0 3.03200 Low NO 3 Positve NEUTRAL 3 74.76 126.4000000 DECEASED Normal ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 2 16.00 1 10.939349 11.103748 11.638080 10.389655 12.199172 6.670974 5.850193 6.785342
MB-6001 0 3.03000 Moderate NO 5 Positve NEUTRAL 3 68.70 135.3000000 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Mixed Ductal and Lobular Carcinoma Negative Negative 2 15.00 NA 10.768567 12.933286 11.693813 10.787285 12.238344 5.291720 5.979802 6.335624
MB-6006 0 2.03200 Moderate NO 5 Positve NEUTRAL 3 86.61 63.5666667 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Lobular Carcinoma Negative Positive 1 16.00 1 9.560221 10.899206 11.099896 10.422461 12.124662 7.459093 5.869367 6.164949
MB-6007 0 3.05000 High NO 5 Positve NEUTRAL 3 70.65 70.5333333 DECEASED Her2 ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Lobular Carcinoma Negative Negative 2 25.00 2 10.419294 11.515145 11.597938 9.911990 12.869790 5.584953 6.599041 6.300202
MB-6008 0 4.05000 High NO 5 Positve NEUTRAL 9 80.33 69.1000000 DECEASED LumB ER+/HER2- High Prolif Died of Disease NO Breast Invasive Lobular Carcinoma Negative Positive 3 25.00 NA 10.849506 11.507494 11.830648 10.518168 13.169092 8.638374 5.821584 5.951702
MB-6010 0 4.03000 High NO 5 Positve NEUTRAL 10 70.28 218.2333333 LIVING LumB ER+/HER2- High Prolif Living NO Breast Invasive Ductal Carcinoma Negative Negative 3 15.00 NA 9.639566 11.152237 11.898039 9.481778 10.313671 5.730703 6.210437 6.066483
MB-6011 0 1.05000 High NO 5 Positve GAIN 1 59.22 211.1333333 DECEASED LumB ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative NA 25.00 NA 11.004091 11.440572 12.240866 11.599900 12.744815 5.332465 6.231389 5.873855
MB-6012 0 3.06600 Moderate NO 5 Positve NEUTRAL 8 67.46 144.4333333 DECEASED LumA NA Died of Other Causes NO Breast Invasive Lobular Carcinoma Negative Positive 2 33.00 NA 10.889430 11.925354 11.430867 9.937700 12.789437 7.431069 6.443083 5.609211
MB-6014 0 2.11400 Low NO 5 Negative NEUTRAL 4ER- 44.48 191.9333333 DECEASED Normal ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Lobular Carcinoma Negative Positive 1 57.00 NA 10.417234 8.251759 11.346478 9.754126 11.468093 6.702782 6.005079 6.144442
MB-6016 0 3.04600 Moderate NO 5 Positve NEUTRAL 4ER+ 87.32 143.5333333 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 2 23.00 NA 10.033278 12.019191 12.276473 10.688307 12.560908 7.304120 6.376170 6.034903
MB-6017 0 2.06000 Moderate NO 5 Positve NEUTRAL 3 72.19 70.9000000 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 1 30.00 NA 10.335900 11.571439 12.518418 10.971933 13.146381 8.823537 5.825988 6.062081
MB-6018 0 3.05000 Low NO 5 Positve NEUTRAL 8 65.03 143.1666667 DECEASED LumA ER+/HER2- Low Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 2 25.00 NA 10.490801 11.087036 11.824345 10.280675 11.771785 7.727252 6.142807 6.072138
MB-6019 0 3.14000 High NO 5 Positve NEUTRAL 4ER+ 67.00 13.5333333 DECEASED Normal ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Negative 2 70.00 NA 10.743408 9.124583 10.465644 8.875762 12.252531 5.247643 5.523048 5.841541
MB-6020 NA 3.04000 Low NO 5 Positve GAIN 1 75.63 48.2666667 DECEASED LumB HER2+ Died of Other Causes NO Breast Invasive Ductal Carcinoma Positive Negative 2 20.00 NA 12.806076 10.966620 11.462262 10.025515 11.663708 5.506014 6.074249 6.055772
MB-6021 0 3.00000 High NO 5 Positve NEUTRAL 3 51.94 301.2333333 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Lobular Carcinoma Negative Positive 2 NA NA 11.055314 10.411270 11.966252 10.386877 12.498269 6.255616 6.183877 6.273149
MB-6022 2 4.10000 High NO 5 Positve NEUTRAL 8 90.00 52.0666667 DECEASED LumB ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 2 50.00 NA 11.330186 11.406924 11.400575 10.468383 12.791025 6.185947 5.947791 6.759482
MB-6023 0 3.06800 Moderate NO 5 Positve NEUTRAL 8 60.28 232.9666667 LIVING Normal ER+/HER2- High Prolif Living NO Breast Invasive Lobular Carcinoma Negative Negative 2 34.00 NA 10.434763 10.190677 11.775388 10.981562 13.062221 5.177728 5.853544 6.954211
MB-6024 2 4.04000 Moderate NO 5 Positve NEUTRAL 8 65.63 252.2666667 DECEASED LumA ER+/HER2- Low Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 2 20.00 NA 10.825166 11.522457 11.699281 10.371316 12.605521 6.658441 6.064572 6.400219
MB-6026 0 3.05000 Moderate NO 5 Positve NEUTRAL 1 87.75 49.7333333 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Negative 2 25.00 NA 10.917316 11.750713 11.350833 10.278773 11.792557 5.449921 6.045089 5.977573
MB-6029 6 6.02000 High NO 5 Positve NEUTRAL 7 63.35 278.3666667 DECEASED LumA ER+/HER2- Low Prolif Died of Disease YES Breast Negative Positive 3 10.00 NA 10.920226 10.834177 11.399004 10.267131 12.351598 8.192321 6.008326 6.355489
MB-6030 0 2.04000 High NO 5 Positve NEUTRAL 7 66.76 145.3666667 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 1 20.00 NA 10.545447 11.935385 12.041942 10.755365 12.167193 6.708736 6.126640 6.479177
MB-6036 0 4.04000 Moderate NO 5 Negative GAIN 10 44.65 287.9333333 LIVING claudin-low ER-/HER2- Living NO Breast Invasive Ductal Carcinoma Positive Negative 3 20.00 NA 13.159583 5.840255 6.160712 7.386242 7.297542 5.291824 6.361749 6.676540
MB-6039 1 5.07000 High NO 5 Positve GAIN 9 65.96 73.1333333 DECEASED Her2 ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 3 35.00 NA 11.524889 11.175822 11.558735 9.123818 11.266644 6.093917 5.847352 5.823770
MB-6042 0 3.06000 High NO 5 Positve NEUTRAL 3 70.12 263.4333333 LIVING Normal ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 2 30.00 NA 10.396246 9.684664 11.266293 10.296980 12.346500 7.893387 5.847196 6.740090
MB-6044 0 3.06000 Moderate NO 5 Positve NEUTRAL 6 70.64 219.1000000 DECEASED Her2 ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Negative 2 30.00 NA 11.426502 9.602755 10.885888 9.061457 11.802745 5.184172 6.945424 6.300006
MB-6047 12 5.03000 High NO 5 Positve NEUTRAL 9 72.94 37.8666667 DECEASED Her2 ER+/HER2- High Prolif Died of Disease NO Breast Negative Positive 2 15.00 NA 10.750387 9.457621 10.743632 9.633760 10.220908 6.588294 6.114882 6.442729
MB-6048 0 3.05000 High NO 5 Positve GAIN 9 58.84 168.2000000 DECEASED Her2 HER2+ Died of Other Causes NO Breast Invasive Ductal Carcinoma Positive Positive 2 25.00 NA 12.874492 10.816322 10.956559 8.638780 12.096570 6.545540 5.726141 5.911832
MB-6049 0 3.08000 High NO 5 Positve GAIN 5 62.29 264.2333333 LIVING Her2 HER2+ Living NO Breast Invasive Ductal Carcinoma Positive Positive 2 40.00 NA 13.291086 9.711657 10.977688 9.956084 11.817844 7.303662 5.860800 5.401816
MB-6050 0 3.04000 High NO 5 Positve NEUTRAL 8 51.07 192.2000000 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 2 20.00 NA 10.469732 10.766324 11.724956 10.709242 12.393939 8.511722 5.798230 6.793944
MB-6051 1 4.07200 Moderate NO 5 Positve NEUTRAL 3 65.39 186.8333333 DECEASED LumA ER+/HER2- Low Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 2 36.00 NA 10.836477 10.904800 11.153424 10.713336 12.221678 5.261467 6.261915 6.683414
MB-6052 0 4.03000 Low NO 5 Negative NEUTRAL 4ER- 36.47 255.3666667 LIVING claudin-low ER-/HER2- Living NO Breast Invasive Ductal Carcinoma Negative Negative 3 15.00 NA 9.907553 7.403504 9.557327 8.208330 9.978346 5.573144 5.856777 6.227750
MB-6053 2 3.05200 Moderate NO 5 Positve NEUTRAL 1 69.39 250.8000000 LIVING LumB ER+/HER2- High Prolif Living NO Breast Invasive Ductal Carcinoma Negative Negative 1 26.00 NA 10.458280 12.046742 11.488282 11.898226 12.501480 5.502766 5.899676 5.422997
MB-6055 2 5.05000 High YES 5 Negative NEUTRAL 10 33.08 200.4333333 LIVING claudin-low ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 25.00 NA 8.780248 5.570024 6.007655 6.310072 7.580324 5.212470 5.826281 6.992107
MB-6058 2 4.03600 High YES 5 Negative NEUTRAL 10 41.79 22.6666667 DECEASED Basal ER-/HER2- Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 2 18.00 NA 8.413236 5.943792 5.996638 8.588908 7.877090 5.326729 5.915299 6.194472
MB-6059 1 4.09600 High YES 5 Negative NEUTRAL 7 50.88 278.4666667 LIVING Normal ER+/HER2- High Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 2 48.00 NA 9.694691 9.329321 10.734568 10.233793 11.945337 5.787502 6.142324 6.355550
MB-6060 0 4.06000 High NO 5 Positve GAIN 5 53.79 38.0333333 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 3 30.00 NA 10.470959 10.409187 10.945342 9.561657 11.231170 7.387633 6.112657 5.907580
MB-6062 0 4.04400 High NO 5 Negative NEUTRAL 10 31.60 282.3666667 LIVING claudin-low ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 22.00 NA 9.915166 6.729773 5.661568 6.648006 7.796758 5.239416 6.062906 6.715253
MB-6063 16 6.24000 High YES 5 Negative GAIN 5 58.90 15.6000000 DECEASED Normal HER2+ Died of Disease NO Breast Invasive Ductal Carcinoma Positive Negative 3 120.00 NA 14.305337 6.139814 10.251618 7.997342 11.598454 5.443389 6.011156 5.788603
MB-6065 1 3.09600 High NO 5 Positve NEUTRAL 8 76.69 188.5333333 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 1 48.00 NA 11.008202 11.648869 11.301875 10.747455 13.248345 6.182284 6.038995 6.194745
MB-6068 0 3.00000 Moderate NO 5 Negative NEUTRAL 4ER- 43.75 182.6000000 DECEASED Basal NA Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 2 NA NA 9.777548 6.662815 8.581694 8.321701 9.201262 5.986950 6.261915 5.787955
MB-6069 5 5.04000 Moderate NO 5 Positve NEUTRAL 7 75.55 258.1333333 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 2 20.00 NA 10.577652 11.538168 11.761490 10.333582 12.586316 8.128664 5.971386 6.553492
MB-6071 7 5.06800 High NO 5 Positve NEUTRAL 7 72.81 57.4000000 DECEASED LumA ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 2 34.00 NA 10.860409 10.812217 11.669542 10.283682 11.562630 6.297410 5.970980 6.242010
MB-6075 0 3.05000 High NO 5 Positve NEUTRAL 7 84.04 182.3333333 DECEASED LumB ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 2 25.00 NA 11.106756 11.643606 11.710214 11.357870 13.339893 5.854433 6.508954 6.034971
MB-6077 0 3.03200 Low NO 5 Positve NEUTRAL 7 70.92 170.2666667 DECEASED NC ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 2 16.00 NA 10.561018 11.774203 11.143359 10.181710 11.727872 6.739602 5.642728 5.957874
MB-6079 0 3.00000 Moderate NO 5 Positve NEUTRAL 9 68.91 239.1666667 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 2 NA NA 11.187900 11.121219 12.580058 11.489899 12.946727 5.512665 6.234129 6.002244
MB-6080 5 6.06000 High NO 5 Positve NEUTRAL 4ER+ 79.04 54.1000000 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 30.00 3 10.516029 11.133011 10.614488 9.604101 11.842633 6.434067 6.361749 6.171441
MB-6082 8 5.14000 Low YES 5 Negative NEUTRAL 7 46.47 102.5000000 DECEASED Normal ER+/HER2- Low Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Positive Negative 2 70.00 NA 12.637722 8.819806 11.309160 9.365383 12.667397 5.387374 5.937892 5.823712
MB-6083 0 3.04200 High NO 5 Positve NEUTRAL 8 73.03 164.0333333 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 2 21.00 NA 11.481281 11.264062 11.953643 9.915053 13.036499 7.151972 5.637743 6.363807
MB-6085 4 5.05200 High YES 5 Negative GAIN 4ER- 58.38 23.9000000 LIVING Her2 ER-/HER2- Living NO Breast Invasive Ductal Carcinoma Positive Negative 2 26.00 NA 13.395911 5.712106 10.535549 7.125240 10.408568 5.428259 5.705297 5.431674
MB-6092 0 3.04200 Moderate NO 5 Positve NEUTRAL 3 80.59 2.3000000 DECEASED Normal ER+/HER2- Low Prolif Died of Other Causes NO Breast Mixed Ductal and Lobular Carcinoma Negative Negative 2 21.00 NA 10.207560 9.700659 11.503480 10.664750 12.921358 5.616257 5.747341 5.799303
MB-6097 1 4.01600 High NO 5 Positve NEUTRAL 8 68.59 159.7000000 DECEASED LumA ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 2 8.00 NA 11.886518 10.438193 11.506420 10.228112 12.581088 5.680343 6.178359 5.520238
MB-6098 1 5.16000 High YES 5 Negative NEUTRAL 10 28.29 10.6333333 DECEASED Basal NA Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 3 80.00 NA 9.713816 6.129761 6.715893 6.810744 7.442233 5.051656 5.752411 5.748304
MB-6100 2 4.06000 High YES 5 Negative GAIN 5 53.45 10.0666667 DECEASED Her2 NA Died of Disease YES Breast Invasive Ductal Carcinoma Positive Negative 2 30.00 3 14.435613 6.916277 10.973821 7.996860 11.986505 5.596614 5.900034 5.358766
MB-6101 0 3.07000 High NO 5 Positve NEUTRAL 7 82.51 77.5000000 DECEASED Normal NA Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 2 35.00 NA 10.949329 11.067737 11.382597 11.121495 11.677794 7.194930 5.699292 6.125798
MB-6103 0 3.00000 Low NO 5 Positve NEUTRAL 3 66.28 239.4000000 LIVING Normal ER+/HER2- Low Prolif Living NO Breast Mixed Ductal and Lobular Carcinoma Negative Negative 2 NA NA 10.555562 9.731426 11.399732 9.292337 11.885672 5.658597 5.912162 6.181063
MB-6105 0 2.02600 Moderate NO 5 Positve NEUTRAL 7 78.93 192.2000000 DECEASED Her2 ER+/HER2- High Prolif Died of Other Causes NO Breast Mixed Ductal and Lobular Carcinoma Positive Positive 1 13.00 NA 13.520150 10.545234 11.878412 10.455634 12.101585 6.007144 5.507574 6.130132
MB-6107 0 4.00000 Moderate NO 5 Positve NEUTRAL 3 71.38 123.3333333 DECEASED Normal ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Lobular Carcinoma Negative Positive 3 NA NA 12.187450 10.315184 11.427800 9.641332 12.136842 6.851898 5.656185 6.123519
MB-6108 0 3.03600 High NO 5 Positve LOSS 4ER+ 38.01 193.9666667 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 2 18.00 1 12.286354 9.807006 11.559978 9.745291 10.875413 6.023945 5.901473 6.026481
MB-6113 2 4.04000 High YES 5 Negative GAIN 5 39.41 124.5666667 DECEASED Her2 HER2+ Died of Disease NO Breast Invasive Ductal Carcinoma Positive Negative 2 20.00 2 13.134518 8.660235 11.357383 8.789085 11.298431 5.556393 5.715491 5.877346
MB-6114 10 5.05600 High YES 5 Negative GAIN 5 70.76 66.8333333 LIVING Her2 ER+/HER2- High Prolif Living NO Breast Invasive Ductal Carcinoma Positive Positive 2 28.00 NA 13.456247 9.555503 11.268206 8.403935 11.808013 6.523848 5.965913 6.007956
MB-6116 0 3.06000 High NO 5 Negative GAIN 5 66.13 193.1333333 LIVING Her2 HER2+ Living NO Breast Invasive Ductal Carcinoma Positive Positive 2 30.00 NA 14.065282 9.587965 11.588486 9.493772 11.213556 5.792539 5.875589 5.753142
MB-6118 0 3.03000 Low NO 5 Positve NEUTRAL 3 41.11 264.6000000 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 15.00 1 11.016122 9.829711 11.373650 10.820729 12.389307 6.628753 5.818094 5.898237
MB-6122 3 4.07000 Moderate YES 5 Negative LOSS 4ER- 54.74 260.2000000 LIVING Basal ER-/HER2- Living NO Breast Invasive Ductal Carcinoma Negative Positive 2 35.00 NA 10.103450 10.185253 10.955549 9.774275 10.917473 6.377613 5.753338 6.317393
MB-6124 15 6.03000 High NO 5 Positve NEUTRAL 3 76.99 115.6333333 DECEASED LumA ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 3 15.00 NA 10.207243 11.502516 12.060186 11.588622 12.831675 6.439737 5.882196 6.332111
MB-6125 0 3.03000 Moderate NO 5 Positve NEUTRAL 4ER+ 63.27 153.9000000 DECEASED Normal ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 2 15.00 NA 9.970221 10.592600 10.869842 10.717069 10.946351 5.982606 6.015555 5.912871
MB-6131 0 3.12200 High NO 5 Positve GAIN 5 57.27 257.6666667 LIVING Her2 HER2+ Living NO Breast Invasive Ductal Carcinoma Positive Negative 2 61.00 NA 12.980147 5.753264 11.655093 8.762959 12.504339 5.158226 6.142324 5.452320
MB-6133 0 3.07800 High NO 5 Positve NEUTRAL 3 74.60 61.8000000 DECEASED LumA ER+/HER2- High Prolif Died of Disease NO Breast Invasive Lobular Carcinoma Negative Negative 2 39.00 NA 10.841447 11.131722 11.927639 9.819136 13.340682 5.101071 5.677295 6.264039
MB-6135 1 4.03000 High NO 5 Positve NEUTRAL 9 69.38 78.6000000 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 2 15.00 NA 10.034306 10.636310 11.348344 9.886936 11.421588 7.065565 5.927223 5.563975
MB-6138 4 6.07400 Moderate NO 5 Positve NEUTRAL 3 85.85 25.6333333 DECEASED LumB ER+/HER2- Low Prolif Died of Disease NO Breast Mixed Ductal and Lobular Carcinoma Negative Negative 3 37.00 2 9.823726 9.515447 11.208265 10.052123 12.632187 5.390187 5.798785 5.937832
MB-6141 4 6.00000 High NO 5 Positve NEUTRAL 8 79.84 78.8666667 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Lobular Carcinoma Negative Negative 3 NA NA 10.711909 11.155460 11.964034 11.645141 13.320232 5.362010 5.827326 5.913182
MB-6143 0 4.09200 Moderate NO 5 Negative NEUTRAL 9 60.60 255.6000000 LIVING claudin-low ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 46.00 2 10.081733 6.301672 6.790759 6.481088 7.239746 5.439290 6.404591 7.060133
MB-6144 0 3.04000 High NO 5 Positve NEUTRAL 10 64.55 254.9333333 LIVING claudin-low ER-/HER2- Living NO Breast Invasive Ductal Carcinoma Negative Negative 2 20.00 NA 9.120488 6.472897 5.497067 6.130791 6.854414 5.553899 6.641831 6.181799
MB-6145 3 4.09000 High NO 5 Positve LOSS 7 60.41 34.3333333 DECEASED LumB ER+/HER2- High Prolif Died of Disease NO Breast Mixed Ductal and Lobular Carcinoma Negative Negative 2 45.00 NA 10.923063 11.245446 11.802223 10.959017 12.045135 5.371326 6.055483 5.970802
MB-6146 3 5.01200 High NO 5 Positve NEUTRAL 4ER+ 51.04 89.6000000 DECEASED Her2 ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 3 6.00 NA 9.777407 10.117195 11.355296 9.103502 11.279588 7.001301 5.943098 5.568704
MB-6147 0 2.03000 Low NO 5 Positve NEUTRAL 4ER+ 76.01 238.0666667 DECEASED claudin-low ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Lobular Carcinoma Negative Positive 1 15.00 NA 10.111510 9.921711 10.941010 9.296800 11.456161 5.891523 6.031267 6.164948
MB-6149 0 2.05200 High NO 5 Positve GAIN 7 70.90 74.9333333 DECEASED LumA ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 1 26.00 NA 11.527822 11.279346 10.899773 10.964514 13.084266 5.924979 6.009201 5.486333
MB-6150 0 3.04200 High NO 5 Positve NEUTRAL 4ER+ 59.47 77.6666667 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Negative 2 21.00 NA 10.022381 9.193460 11.854024 10.490740 12.742641 5.420855 5.989808 6.091264
MB-6152 0 3.03400 High NO 5 Positve NEUTRAL 10 60.62 228.9000000 LIVING Basal ER-/HER2- Living NO Breast Invasive Ductal Carcinoma Negative Negative 2 17.00 NA 9.618585 6.483107 10.440863 7.191472 10.436348 5.490807 6.215345 5.781197
MB-6154 0 3.05000 Moderate NO 5 Positve NEUTRAL 8 71.74 195.3000000 LIVING LumB ER+/HER2- High Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 2 25.00 NA 10.094972 9.924402 12.211083 11.346913 13.614118 7.693181 5.858536 6.354512
MB-6156 0 4.05000 High NO 5 Positve GAIN 5 49.50 58.9333333 DECEASED Her2 HER2+ Died of Disease NO Breast Invasive Ductal Carcinoma Positive Positive 3 25.00 NA 13.822467 8.066102 11.866143 9.903949 12.290301 6.021993 5.914747 6.259968
MB-6157 14 6.07000 Moderate NO 5 Positve GAIN 5 86.29 15.8666667 DECEASED Basal HER2+ Died of Disease YES Breast Invasive Ductal Carcinoma Positive Negative 3 35.00 NA 13.508011 10.360094 10.996674 10.270793 12.009828 5.429991 6.057091 6.511243
MB-6160 1 4.00000 Moderate YES 5 Negative GAIN 9 46.23 247.3666667 LIVING Her2 HER2+ Living NO Breast Invasive Ductal Carcinoma Positive Negative 2 NA NA 13.896580 5.887579 11.106729 8.259371 10.908745 5.494239 5.795817 6.122002
MB-6163 6 5.07000 High NO 5 Positve NEUTRAL 8 71.62 88.6666667 DECEASED LumA ER+/HER2- High Prolif Died of Other Causes NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 35.00 NA 10.947244 12.457682 12.441709 10.902911 12.861505 6.550474 5.922712 5.879989
MB-6164 5 5.02600 High NO 5 Positve NEUTRAL 3 77.45 205.9000000 LIVING LumB ER+/HER2- High Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 2 13.00 NA 10.409090 11.284275 11.905249 9.939820 11.932919 7.848467 6.087424 6.131350
MB-6167 6 5.03000 High NO 5 Positve NEUTRAL 8 75.02 122.8000000 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Lobular Carcinoma Negative Negative 2 15.00 NA 9.934360 11.814701 12.230292 11.098272 13.036872 5.499653 6.051300 5.998646
MB-6168 0 3.04000 High NO 5 Positve NEUTRAL 7 64.95 225.7000000 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 20.00 NA 10.219583 9.393676 11.667348 9.172308 11.884885 7.100567 6.150715 6.327848
MB-6169 0 4.05000 Moderate NO 5 Positve GAIN 4ER+ 39.17 84.7333333 DECEASED Basal ER-/HER2- Died of Other Causes NO Breast Invasive Ductal Carcinoma Positive Negative 3 25.00 NA 13.775883 7.314180 10.807792 7.410626 11.102492 5.712010 6.059664 6.324125
MB-6171 0 3.08000 High NO 5 Positve NEUTRAL 3 70.91 220.3000000 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 2 40.00 NA 10.665177 11.336094 11.581719 10.519316 12.397065 7.156169 5.668616 6.017753
MB-6178 8 6.06400 Moderate NO 5 Negative NEUTRAL 10 38.58 33.1333333 DECEASED Basal ER-/HER2- Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 3 32.00 NA 10.184663 6.072698 6.208280 8.049274 8.919548 5.362998 6.324879 5.701691
MB-6179 0 2.06600 High NO 5 Positve NEUTRAL 8 59.08 58.4666667 DECEASED LumA ER+/HER2- High Prolif Died of Disease NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive 1 33.00 NA 10.972282 11.000887 12.025355 10.509941 12.812630 6.903004 5.581326 6.599198
MB-6181 1 3.03000 High NO 5 Positve NEUTRAL 8 83.09 54.9333333 DECEASED LumA ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 1 15.00 NA 11.799251 11.414388 12.226072 11.545855 13.148374 8.244771 6.068587 6.375890
MB-6182 0 4.04200 High NO 5 Positve GAIN 1 56.47 208.8000000 LIVING Her2 HER2+ Living YES Breast Invasive Ductal Carcinoma Positive Negative 3 21.00 NA 13.730486 5.792573 11.205966 7.074731 11.031127 5.437088 5.718392 5.943499
MB-6183 0 3.03600 High NO 5 Positve NEUTRAL 8 66.24 79.1333333 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 2 18.00 1 10.542850 10.938215 12.044330 10.852930 12.974782 7.356899 5.507373 6.480037
MB-6184 9 6.10000 High YES 5 Positve NEUTRAL 2 35.02 185.7000000 DECEASED Her2 ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 3 50.00 NA 8.883353 10.396602 11.838085 9.529481 11.538170 6.760584 6.564861 6.373523
MB-6185 0 2.03200 Low NO 5 Positve NEUTRAL 3 75.44 197.7333333 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive 1 16.00 NA 10.498872 12.136987 11.853944 10.522961 12.647031 5.904788 5.661834 6.339159
MB-6187 0 4.15800 Low NO 5 Positve GAIN 4ER+ 70.35 37.7666667 DECEASED claudin-low ER-/HER2- Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 3 79.00 NA 10.406046 8.767143 10.343505 9.019349 10.873333 5.966457 5.736939 6.188211
MB-6188 11 6.05600 High NO 5 Negative GAIN 10 41.92 23.7666667 LIVING claudin-low ER-/HER2- Living NO Breast Invasive Ductal Carcinoma Negative Negative 3 28.00 NA 10.153387 6.209859 7.431683 9.104894 7.096981 5.441398 5.694430 6.919950
MB-6189 0 3.08400 Moderate NO 5 Positve NEUTRAL 7 56.25 240.2000000 LIVING LumB ER+/HER2- High Prolif Living YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 42.00 2 10.038181 11.720624 12.156898 11.283213 12.665875 6.510299 5.710576 6.610411
MB-6190 3 4.05600 High NO 5 Positve NEUTRAL 4ER+ 79.24 24.6333333 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Negative 2 28.00 NA 10.709960 12.316341 12.485770 12.101354 12.316703 5.534680 5.795685 6.223070
MB-6192 2 4.07000 High NO 5 Positve NEUTRAL 6 78.45 42.6333333 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 2 35.00 NA 9.250729 11.727253 10.923755 9.725341 11.605913 9.477412 5.992362 6.100027
MB-6194 9 5.05000 High YES 5 Negative NEUTRAL 4ER- 44.51 52.4666667 DECEASED Normal ER+/HER2- Low Prolif Died of Disease YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 25.00 2 10.632857 7.698423 11.143789 8.778101 11.113228 6.630235 6.148656 6.221781
MB-6195 0 3.04600 High NO 5 Positve NEUTRAL 3 66.01 202.2333333 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Lobular Carcinoma Negative Negative 2 23.00 NA 10.254817 10.620564 11.644102 10.729816 12.189260 5.151412 5.843940 6.144830
MB-6200 1 5.06000 High NO 5 Positve NEUTRAL 9 65.52 30.0666667 DECEASED LumA ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 3 30.00 NA 10.245183 10.827146 11.155623 9.679944 12.056283 5.460431 5.889840 5.805142
MB-6201 0 3.02000 High NO 5 Positve NEUTRAL 9 79.20 222.7000000 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 2 10.00 1 10.713383 11.091142 11.253789 10.460581 11.945636 6.950071 6.170465 6.449135
MB-6204 0 4.04600 High NO 5 Positve NEUTRAL 4ER+ 41.08 56.7666667 DECEASED Normal ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 3 23.00 NA 9.712356 9.811758 11.065549 9.310310 11.106948 7.963839 6.742034 6.501971
MB-6207 0 3.03000 High NO 5 Positve NEUTRAL 8 80.76 118.3000000 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Negative 2 15.00 NA 10.039487 11.371453 11.301891 10.305730 11.085256 5.577879 5.868216 6.651442
MB-6208 2 4.04000 High NO 5 Positve NEUTRAL 3 56.93 221.2000000 LIVING Normal ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 2 20.00 2 10.551585 11.001747 11.530541 9.466225 12.603055 5.639647 5.756034 5.817353
MB-6211 0 3.04600 High NO 5 Positve NEUTRAL 8 82.10 42.3000000 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 2 23.00 NA 10.829261 11.558452 11.771381 9.770687 11.951829 7.716744 5.678869 5.952940
MB-6212 0 3.03000 High NO 5 Positve NEUTRAL 7 61.81 224.2333333 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Negative Positive 2 15.00 1 10.060722 11.720822 11.494327 10.147003 12.624759 6.324464 5.476758 6.606875
MB-6213 NA 3.04400 High NO 5 Positve NEUTRAL 7 60.75 203.5333333 DECEASED LumA NA Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 2 22.00 NA 11.051469 12.183350 12.448117 10.392780 12.941593 8.163964 5.394898 6.504758
MB-6214 1 4.04000 High NO 5 Positve NEUTRAL 3 74.43 174.5000000 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 2 20.00 NA 10.726517 11.442071 12.184426 10.138492 12.598292 7.130173 5.900767 6.455712
MB-6217 3 3.00000 Moderate YES 5 Negative GAIN 9 47.51 211.5333333 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Mixed Mucinous Carcinoma Negative Positive 1 NA NA 11.494632 10.312296 11.568274 10.679476 12.442291 6.158972 5.655659 6.177842
MB-6218 0 4.04400 High NO 5 Positve GAIN 1 49.67 147.7666667 DECEASED LumA ER+/HER2- Low Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 3 22.00 2 11.433917 10.234471 11.637015 9.333580 12.651393 5.504932 5.478910 5.619998
MB-6223 2 5.04000 High YES 5 Negative NEUTRAL 10 58.83 221.9333333 LIVING Basal ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 20.00 2 9.710461 5.795977 10.867313 7.257720 10.464430 5.159478 5.828084 6.311568
MB-6224 31 6.02000 High YES 5 Negative GAIN 5 66.94 35.4666667 DECEASED Her2 ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Positive Positive 3 10.00 2 13.070809 5.888504 10.713488 7.450024 11.723514 4.976644 5.390157 5.795380
MB-6225 0 3.03200 High NO 5 Positve NEUTRAL 7 68.43 117.8666667 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 2 16.00 1 10.119068 11.457151 11.523558 10.078699 11.726093 6.773836 5.798916 5.993131
MB-6226 0 3.07400 Moderate NO 5 Positve NEUTRAL 8 73.37 35.3666667 DECEASED Normal ER+/HER2- High Prolif Died of Other Causes NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 37.00 NA 9.901663 10.910055 11.165673 10.528528 12.028756 6.338519 5.956066 6.390925
MB-6228 3 5.04000 Moderate NO 5 Negative NEUTRAL 4ER- 37.33 200.1000000 LIVING claudin-low ER-/HER2- Living NO Breast Invasive Ductal Carcinoma Negative Positive 3 20.00 NA 9.572469 6.185623 9.775345 6.916430 8.960975 5.763579 5.876084 6.158576
MB-6229 0 2.03000 High NO 5 Positve NEUTRAL 8 75.33 0.1000000 DECEASED LumA ER+/HER2- Low Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 1 15.00 1 10.672935 10.806708 11.819178 11.252652 12.393143 6.470783 5.710960 6.250969
MB-6230 NA 5.04200 High NO 5 Positve NEUTRAL 3 52.95 74.8000000 DECEASED LumA NA Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 2 21.00 NA 10.383976 10.086134 12.042664 11.421163 12.650857 6.141761 6.092679 6.117881
MB-6231 0 4.04000 High NO 5 Positve LOSS 3 77.96 72.5666667 DECEASED Normal ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 3 20.00 NA 10.482344 10.916592 11.411218 9.763051 12.684703 5.778535 5.625947 5.948532
MB-6232 4 5.06000 High NO 5 Positve NEUTRAL 3 71.22 85.0000000 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 30.00 2 10.447805 11.538680 11.916438 10.780191 12.391002 6.507827 5.506552 6.304797
MB-6233 0 2.04000 High NO 5 Positve NEUTRAL 8 70.65 201.1666667 LIVING LumB ER+/HER2- Low Prolif Living YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 1 20.00 1 9.987536 12.076626 11.565130 9.639720 12.191140 7.324950 5.539961 6.268109
MB-6234 0 3.00000 Moderate NO 5 Positve NEUTRAL 4ER+ 66.35 213.3666667 LIVING Normal ER+/HER2- Low Prolif Living NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 NA NA 10.695930 10.801931 11.251508 10.569577 11.758685 6.603785 5.790894 5.957729
MB-6237 0 4.04000 High NO 5 Negative GAIN 10 75.62 105.2000000 DECEASED Basal ER-/HER2- Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Negative 3 20.00 1 10.381719 5.538551 5.908382 5.832035 6.297938 5.470697 5.752296 6.440667
MB-6238 0 3.05800 High NO 5 Positve NEUTRAL 7 84.87 172.9666667 DECEASED LumA ER+/HER2- Low Prolif Died of Disease NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 29.00 NA 11.246456 11.478661 11.676768 10.976744 12.837858 6.567255 5.828685 6.233335
MB-6239 6 5.04000 High YES 5 Positve NEUTRAL 8 52.84 200.3333333 LIVING Normal ER+/HER2- High Prolif Living YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 20.00 2 9.686122 10.455083 11.310479 10.601751 12.760481 8.149034 5.671279 6.494910
MB-6242 8 6.11000 High YES 5 Negative NEUTRAL 10 41.29 165.4333333 LIVING Basal ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 55.00 NA 9.749658 6.312910 7.762925 7.822084 5.935509 5.351248 6.506572 5.928659
MB-6245 0 4.04000 High NO 5 Negative NEUTRAL 10 47.01 177.6333333 LIVING Basal ER-/HER2- Living NO Breast Invasive Ductal Carcinoma Negative Negative 3 20.00 NA 8.555148 5.624839 5.823798 6.004917 7.621493 5.495133 5.544550 6.463187
MB-6246 2 5.06000 High YES 5 Negative GAIN 5 58.39 52.9000000 DECEASED Her2 HER2+ Died of Other Causes NO Breast Invasive Ductal Carcinoma Positive Negative 3 30.00 NA 14.464282 7.943913 11.691176 9.830899 11.656878 5.384026 5.426598 5.623260
MB-6248 1 5.11000 High YES 5 Negative NEUTRAL 10 51.22 182.8333333 LIVING Basal ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 55.00 NA 10.227629 5.717242 8.544363 6.921990 9.460012 5.367314 6.055021 6.724492
MB-6251 1 5.06000 High YES 5 Negative LOSS 10 48.59 14.7000000 DECEASED Basal NA Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 30.00 2 10.212125 5.621742 5.743388 6.633440 8.031706 5.425291 5.598071 5.594587
MB-6253 0 2.02200 High NO 5 Positve NEUTRAL 8 62.90 194.3666667 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Lobular Carcinoma Negative Positive 1 11.00 NA 10.650714 12.295359 11.795908 10.744402 12.901271 6.961444 5.835175 6.129930
MB-6254 0 3.14200 Moderate NO 5 Positve NEUTRAL 2 78.69 60.9000000 DECEASED LumB ER+/HER2- Low Prolif Died of Disease NO Breast Invasive Mixed Mucinous Carcinoma Negative Positive 2 71.00 NA 9.036378 11.514073 12.267656 11.410032 13.066943 6.009139 5.678367 5.821699
MB-6256 0 2.02800 High NO 5 Positve NEUTRAL 3 67.33 127.8333333 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 1 14.00 NA 9.868228 11.652569 12.283221 11.285737 11.960468 7.322444 5.916962 6.165747
MB-6257 0 4.03200 High NO 5 Positve NEUTRAL 8 49.38 91.0000000 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 16.00 NA 10.408882 10.330202 12.253527 11.309805 12.012934 8.562345 5.653045 6.351811
MB-6263 8 5.04800 Moderate NO 5 Positve NEUTRAL 4ER+ 79.42 75.8666667 LIVING LumA NA Living NO Breast Invasive Ductal Carcinoma Negative Negative 2 24.00 NA 9.534096 10.350215 11.303847 10.899898 11.713238 5.499949 5.813207 5.980900
MB-6271 0 3.05000 High NO 5 Positve LOSS 7 64.40 157.7333333 LIVING LumA NA Living NO Breast Invasive Ductal Carcinoma Negative Negative 2 25.00 NA 10.820425 12.308602 12.356097 11.777349 12.502254 5.356238 5.675039 5.802063
MB-6272 3 5.00000 Low YES 5 Negative NEUTRAL 10 36.93 22.4000000 DECEASED claudin-low NA Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 NA NA 10.298811 5.741627 5.984300 6.121951 6.368798 5.291367 5.747574 5.701960
MB-6273 1 4.03200 High YES 5 Negative NEUTRAL 3 43.08 189.4333333 LIVING LumA NA Living NO Breast Invasive Ductal Carcinoma Negative Positive 2 16.00 NA 11.729133 8.684774 11.332517 10.354965 12.817809 6.008211 5.900950 5.955061
MB-6280 1 5.08800 High YES 5 Negative NEUTRAL 10 53.68 27.8666667 DECEASED Basal NA Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 44.00 NA 9.466773 6.051619 6.440992 6.940835 8.733102 5.414866 6.204716 5.958394
MB-6281 7 5.01000 High NO 5 Positve NEUTRAL 6 75.10 3.5000000 DECEASED LumB NA Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 2 5.00 NA 10.500460 11.559902 11.683539 12.125680 12.277665 6.456156 6.080691 5.872601
MB-6283 1 5.05000 Low NO 5 Positve NEUTRAL 7 73.07 92.4000000 DECEASED LumA NA Died of Other Causes NO Breast Invasive Lobular Carcinoma Negative Positive 3 25.00 NA 10.475869 12.379339 12.238123 11.071084 13.341817 5.878282 5.893508 6.161003
MB-6284 0 3.06000 Moderate NO 5 Positve LOSS 9 67.81 88.3333333 DECEASED LumB NA Died of Other Causes YES Breast Negative Positive 2 30.00 NA 9.552405 10.957023 11.306323 9.573960 11.399119 7.861287 5.446921 6.226352
MB-6286 0 3.04000 Moderate NO 5 Positve NEUTRAL 3 85.17 49.5333333 DECEASED LumA NA Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 2 20.00 NA 11.405285 11.301809 12.042443 10.854714 13.457435 6.095517 5.775443 6.030855
MB-6287 1 5.07000 Moderate YES 5 Negative LOSS 1 58.08 35.2000000 DECEASED LumB NA Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 35.00 NA 9.932716 11.337754 11.617643 10.298562 12.712933 6.054573 5.661982 5.663999
MB-6288 0 4.04600 High NO 5 Positve NEUTRAL 6 74.33 100.3000000 DECEASED LumB NA Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 23.00 NA 9.820345 11.058121 11.751141 11.177328 12.430429 5.884802 5.356256 5.924152
MB-6297 0 3.06000 High NO 5 Positve GAIN 8 52.55 170.8666667 LIVING LumA NA Living YES Breast Invasive Ductal Carcinoma Negative Negative 2 30.00 NA 12.225903 10.982288 11.220298 10.852759 12.204912 5.627228 5.511766 6.443654
MB-6300 1 4.03000 High NO 5 Positve NEUTRAL 3 62.92 63.8333333 DECEASED LumB NA Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 2 15.00 NA 9.964356 11.844113 11.676471 9.762901 11.498600 7.144295 5.679559 6.263291
MB-6302 5 6.05400 High NO 5 Positve NEUTRAL 9 67.78 125.8666667 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 3 27.00 NA 10.485756 11.407109 11.092318 10.538128 11.782869 5.426069 5.537750 6.227595
MB-6305 3 5.06000 High YES 5 Negative GAIN 10 52.85 89.5333333 DECEASED claudin-low ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 30.00 NA 11.750370 6.227780 8.635053 7.259744 8.980248 5.301378 5.657013 6.383090
MB-6306 0 4.05800 High NO 5 Positve GAIN 1 78.22 64.6000000 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 3 29.00 NA 11.236156 11.300712 11.528495 10.233366 12.328229 7.113033 5.769123 5.790322
MB-6308 9 5.04600 High NO 5 Positve NEUTRAL 8 81.75 151.9333333 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 2 23.00 NA 10.965415 11.846585 11.382262 10.566647 12.789867 7.697314 5.387946 6.485240
MB-6312 0 4.07800 High NO 5 Positve NEUTRAL 9 85.02 162.7666667 LIVING LumB ER+/HER2- High Prolif Living NO Breast Invasive Ductal Carcinoma Negative Negative 3 39.00 NA 10.880472 11.907387 11.607560 10.558325 12.253656 5.108905 5.700684 6.048790
MB-6314 0 3.02800 High NO 5 Positve GAIN 1 68.57 134.8333333 LIVING Her2 HER2+ Living NO Breast Invasive Mixed Mucinous Carcinoma Positive Negative 2 14.00 NA 13.637355 10.128997 12.502447 10.767529 11.903197 5.249247 5.938845 6.975344
MB-6317 3 5.10600 Moderate NO 5 Positve GAIN 2 86.90 29.2333333 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 3 53.00 NA 10.676175 12.045593 12.280200 11.587865 12.470679 7.054679 6.036497 6.350887
MB-6318 0 4.07000 High NO 5 Positve NEUTRAL 10 81.37 109.2333333 DECEASED Her2 ER-/HER2- Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Negative 3 35.00 NA 10.103187 6.098449 10.815230 8.434226 10.967389 5.365653 5.730104 5.815312
MB-6319 6 5.12400 High YES 5 Negative NEUTRAL 3 57.90 154.7000000 LIVING Normal ER+/HER2- Low Prolif Living YES Breast Invasive Lobular Carcinoma Negative Positive 2 62.00 NA 9.843878 10.826560 11.313270 10.778471 12.293304 6.693222 6.002702 5.905820
MB-6322 9 5.05000 High NO 5 Positve NEUTRAL 4ER+ 80.93 80.3666667 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes YES Breast Mixed Ductal and Lobular Carcinoma Negative Negative 2 25.00 NA 10.346246 10.714730 11.928352 10.344406 11.806318 5.309407 6.043524 6.027137
MB-6327 10 4.12000 High NO 5 Positve NEUTRAL 7 76.56 18.2666667 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Mixed Mucinous Carcinoma Negative Negative 1 60.00 NA 8.068929 12.425971 12.371136 11.789316 13.353208 5.632058 5.251784 6.411792
MB-6328 0 2.06000 High NO 5 Positve NEUTRAL 2 75.89 126.6666667 LIVING LumA ER+/HER2- High Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 1 30.00 NA 10.571315 12.420674 11.639558 10.566299 11.866544 7.534044 5.784594 6.374606
MB-6329 0 4.04600 High NO 5 Negative NEUTRAL 9 68.48 81.5000000 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 3 23.00 NA 9.737601 11.523816 11.729865 9.542421 11.385740 6.451114 5.960086 6.425673
MB-6330 2 4.04000 High YES 5 Negative GAIN 4ER- 36.81 140.3333333 LIVING Her2 HER2+ Living YES Breast Invasive Ductal Carcinoma Positive Negative 2 20.00 NA 13.633926 6.988234 10.882412 7.969622 12.080350 5.403872 5.539562 6.131803
MB-6334 0 4.04200 High NO 5 Negative GAIN 9 60.12 128.1000000 LIVING Her2 HER2+ Living NO Breast Invasive Ductal Carcinoma Positive Positive 3 21.00 NA 13.420996 10.743115 11.659187 9.680464 11.680398 5.734081 5.680499 5.529743
MB-6336 18 6.05000 Moderate YES 5 Negative NEUTRAL 2 63.22 17.2000000 DECEASED Basal ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 25.00 NA 9.453414 5.905320 5.992834 6.597529 7.580587 5.255342 6.109512 6.404586
MB-6337 14 6.11000 High YES 5 Negative GAIN 5 58.25 110.8666667 DECEASED Basal HER2+ Died of Other Causes YES Breast Invasive Ductal Carcinoma Positive Negative 3 55.00 NA 14.464282 6.317220 10.401842 7.025165 11.110112 5.458233 6.192668 6.319477
MB-6344 0 3.12000 Moderate NO 5 Positve NEUTRAL 1 82.00 152.9333333 DECEASED LumB ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 2 60.00 NA 10.542982 11.770033 11.449055 10.014942 11.459069 5.485174 5.586140 5.997429
MB-6346 0 3.04400 High NO 5 Positve NEUTRAL 8 63.20 281.5000000 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Mixed Mucinous Carcinoma Negative Positive 2 22.00 2 10.623396 11.717617 11.772506 10.425506 12.722197 5.815838 5.934635 5.949808
MB-6358 0 3.05000 High NO 5 Positve GAIN 5 57.77 37.8666667 DECEASED Her2 HER2+ Died of Disease NO Breast Invasive Lobular Carcinoma Positive Negative 2 25.00 NA 14.200950 7.665933 11.583826 9.634916 11.597497 5.272237 5.531641 6.253230
MB-6359 0 3.04400 NA NO 5 Positve NEUTRAL 6 73.42 85.0333333 DECEASED Her2 ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 2 22.00 NA 11.245440 10.461917 11.483766 11.779152 11.337288 5.286479 6.233057 6.293295
MB-6363 7 6.05000 Moderate YES 5 Negative GAIN 5 60.77 16.7000000 DECEASED Basal HER2+ Died of Disease YES Breast Invasive Ductal Carcinoma Positive Negative 3 25.00 NA 14.417727 7.287695 11.288168 9.710769 13.160784 5.527459 5.597501 6.366200
MB-7000 1 4.02200 Moderate NO 4 Positve GAIN 1 69.28 97.4000000 LIVING LumB ER+/HER2- High Prolif Living NO Breast Negative Positive 2 11.00 NA 11.530631 11.911544 11.993427 11.096979 12.390142 6.148836 5.765084 6.402629
MB-7001 0 3.02000 High NO 4 Positve GAIN 5 72.71 102.7000000 LIVING LumA HER2+ Living YES Breast Invasive Ductal Carcinoma Positive Negative 2 10.00 NA 13.190658 11.368381 11.660414 10.208819 11.486098 5.281867 5.816496 6.404392
MB-7002 0 3.03200 Moderate NO 4 Positve LOSS 4ER+ 74.52 57.9333333 LIVING LumB ER+/HER2- High Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 2 16.00 NA 9.736102 11.002685 11.624270 10.504387 12.719125 5.958359 5.679215 5.959153
MB-7003 2 4.05400 Low NO 4 Positve NEUTRAL 3 50.44 91.2333333 DECEASED Normal ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 2 27.00 NA 9.282296 9.403505 10.876832 9.448862 11.262241 7.246120 5.473823 5.866547
MB-7004 4 5.06000 Moderate NO 4 Positve NEUTRAL 8 74.20 50.4666667 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Lobular Carcinoma Negative Negative 2 30.00 NA 10.165342 12.076691 11.809870 10.803235 12.642865 5.186363 5.269307 6.812278
MB-7005 2 3.05200 High NO 4 Positve NEUTRAL 8 70.84 45.3333333 LIVING LumB ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 1 26.00 NA 10.001132 11.009091 11.493118 10.469038 11.977072 5.353316 5.439507 5.942035
MB-7006 1 3.03800 Low NO 4 Positve NEUTRAL 3 58.80 109.9333333 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 1 19.00 NA 10.848376 10.854288 11.932140 11.468653 12.313318 5.856461 5.714294 6.415653
MB-7007 1 5.03400 High YES 4 Negative GAIN 10 54.44 58.6000000 LIVING Basal ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 17.00 NA 12.053929 5.492860 10.059695 6.753179 8.492129 5.253025 5.993409 5.740896
MB-7008 0 4.04800 High NO 4 Negative NEUTRAL 4ER- 69.94 50.9000000 DECEASED claudin-low ER-/HER2- Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Negative 3 24.00 NA 9.423641 6.038520 10.953964 6.698874 10.745672 5.235787 5.964893 5.827526
MB-7009 2 5.05400 High YES 4 Negative NEUTRAL 10 68.28 54.7666667 DECEASED Basal ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 27.00 NA 9.067483 5.620065 5.464245 6.065300 7.799322 5.274465 5.747457 6.991663
MB-7010 0 2.04600 Moderate NO 4 Positve NEUTRAL 7 70.25 74.0333333 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 1 23.00 NA 10.638720 11.543809 12.415472 10.617959 12.003960 6.654761 5.864725 6.317701
MB-7011 0 4.08000 Moderate NO 4 Positve GAIN 9 68.90 70.0666667 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 3 40.00 NA 9.665726 11.299721 10.805092 9.367957 10.860090 5.943894 5.740440 6.896587
MB-7012 0 4.04000 High YES 4 Negative NEUTRAL 10 60.96 19.8333333 DECEASED Basal ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 20.00 NA 9.601736 5.598269 6.540319 6.941321 7.213118 5.176400 5.680923 5.512119
MB-7013 0 2.03600 High NO 4 Positve NEUTRAL 8 30.53 46.4333333 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 1 18.00 NA 10.926543 11.365785 11.864834 9.900892 12.184764 9.592426 5.871528 6.047221
MB-7014 1 5.03800 High NO 4 Positve NEUTRAL 1 67.57 68.7000000 LIVING Basal ER+/HER2- High Prolif Living YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 3 19.00 NA 9.812892 9.615731 11.272571 9.823870 11.049770 7.711635 5.716287 5.638033
MB-7015 0 4.05000 High NO 4 Positve NEUTRAL 8 63.79 78.1666667 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 25.00 NA 10.379336 10.835204 11.824718 10.463763 11.926877 7.668876 5.855798 6.284057
MB-7017 1 5.05400 High YES 4 Negative NEUTRAL 10 36.63 135.3333333 LIVING claudin-low ER-/HER2- Living YES Breast Mixed Ductal and Lobular Carcinoma Negative Negative 3 27.00 NA 9.713956 5.585191 5.620239 5.874682 6.788142 5.124677 5.905244 6.498637
MB-7018 3 4.08000 Moderate YES 4 Negative NEUTRAL 9 72.12 86.5333333 DECEASED Her2 ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 2 40.00 NA 10.493040 9.308554 11.096704 9.815720 11.246329 5.338676 5.876262 5.988330
MB-7019 0 3.04200 Moderate NO 4 Positve NEUTRAL 3 68.44 80.7333333 DECEASED LumB ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 2 21.00 NA 9.923055 10.680096 11.327483 9.908148 11.429214 6.877889 5.773829 6.569363
MB-7020 2 5.05400 Moderate YES 4 Negative GAIN 5 44.47 71.6333333 DECEASED Her2 HER2+ Died of Disease NO Breast Invasive Ductal Carcinoma Positive Negative 3 27.00 NA 14.187090 6.036000 10.910359 6.789899 11.351769 5.524335 5.570029 6.775076
MB-7022 0 3.06800 High NO 4 Positve NEUTRAL 8 70.61 85.5000000 LIVING LumB ER+/HER2- High Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 2 34.00 NA 10.875644 9.994956 11.644361 9.963340 12.094171 7.926997 5.809964 6.661595
MB-7023 2 5.08000 High YES 4 Negative NEUTRAL 10 66.66 27.9666667 DECEASED claudin-low ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 40.00 NA 8.558481 5.722789 6.419635 6.052484 7.575132 5.260003 6.367825 6.750221
MB-7024 0 4.03600 High NO 4 Positve NEUTRAL 1 54.92 70.2666667 LIVING LumB ER+/HER2- High Prolif Living NO Breast Invasive Ductal Carcinoma Negative Negative 3 18.00 NA 10.080851 11.504881 11.134198 9.854724 10.982258 5.534578 5.955470 6.248126
MB-7025 0 4.02600 High NO 4 Negative NEUTRAL 4ER- 65.22 80.2333333 LIVING claudin-low ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 13.00 NA 8.414278 5.898722 5.521796 6.424478 7.040935 5.483256 6.000369 6.238983
MB-7026 1 4.05200 Moderate NO 4 Positve GAIN 3 35.27 111.7000000 DECEASED LumB ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 2 26.00 NA 10.485580 8.486104 11.266380 9.397793 11.678505 7.546858 5.918609 6.476998
MB-7027 12 6.03000 Moderate YES 4 Negative GAIN 5 60.56 36.9666667 DECEASED Her2 HER2+ Died of Disease YES Breast Invasive Ductal Carcinoma Positive Negative 3 15.00 NA 13.120601 6.128589 9.471868 6.661715 9.122351 5.253803 6.036944 6.555876
MB-7028 2 4.05600 High NO 4 Positve NEUTRAL 1 65.94 89.8000000 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 2 28.00 NA 11.083943 10.744179 11.468595 10.240032 12.137283 5.543169 5.856132 6.238787
MB-7029 0 2.04600 Moderate NO 4 Positve LOSS 4ER+ 43.45 76.8666667 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 1 23.00 NA 9.497690 10.353082 11.415635 10.051379 11.862903 6.853218 6.008553 6.234813
MB-7030 1 4.10000 Low NO 4 Positve NEUTRAL 4ER+ 74.21 31.3333333 DECEASED Basal ER-/HER2- Died of Other Causes YES Breast Negative Negative 2 50.00 NA 10.030603 6.192748 6.251026 6.343169 6.423873 4.969329 5.523130 7.290813
MB-7031 1 5.08000 High YES 4 Negative NEUTRAL 10 60.58 85.3666667 LIVING Basal NA Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 40.00 NA 10.595964 7.139756 6.536475 8.171951 7.184594 5.413237 5.971588 7.261916
MB-7032 0 2.04600 Moderate NO 4 Positve NEUTRAL 3 79.36 71.4666667 LIVING LumA ER+/HER2- Low Prolif Living NO Invasive Breast Carcinoma Negative Positive 1 23.00 NA 10.590015 11.154338 11.884908 11.185349 12.187902 6.114959 6.212620 6.204028
MB-7034 0 3.08600 Moderate NO 4 Positve NEUTRAL 3 78.73 75.1000000 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 2 43.00 NA 9.127968 11.354815 12.324385 11.508646 12.224137 6.133753 5.977119 6.515011
MB-7035 13 6.10000 Moderate YES 4 Negative GAIN 5 45.30 32.0666667 DECEASED Her2 HER2+ Died of Disease YES Breast Invasive Ductal Carcinoma Positive Negative 3 50.00 NA 14.464282 7.613680 10.932468 8.777749 12.030420 5.578822 5.997179 6.290701
MB-7036 2 5.03600 High YES 4 Negative NEUTRAL 10 54.48 120.4333333 LIVING Basal ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 18.00 NA 9.215879 5.471335 5.554714 7.117874 8.451194 5.351776 5.854512 7.147039
MB-7037 0 2.03000 Moderate NO 4 Positve NEUTRAL 8 68.74 86.4000000 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 1 15.00 NA 11.426475 12.071669 12.451932 10.461141 12.745808 7.568347 5.730727 5.937311
MB-7038 1 5.04400 High YES 4 Negative NEUTRAL 10 57.62 81.0333333 LIVING Basal ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 22.00 NA 9.275881 5.971093 6.546687 5.981291 7.187655 5.395047 5.719397 6.003561
MB-7039 1 4.12400 Moderate NO 4 Positve NEUTRAL 4ER+ 78.19 49.2000000 DECEASED Basal ER-/HER2- Died of Disease NO Breast Mixed Ductal and Lobular Carcinoma Negative Negative 2 62.00 NA 9.868182 7.402833 11.319167 8.729109 9.680087 5.481030 5.569571 6.569885
MB-7040 1 4.04400 Moderate NO 4 Positve NEUTRAL 4ER+ 81.32 71.8333333 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Negative 2 22.00 NA 10.585908 11.335264 11.969555 10.699974 11.993836 5.698578 5.699292 6.235442
MB-7041 0 1.05000 Moderate NO 4 Positve NEUTRAL 3 79.48 101.9666667 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Lobular Carcinoma Negative Positive NA 25.00 NA 9.792989 11.638156 11.701012 10.198388 12.563879 6.858599 5.733502 6.062583
MB-7042 1 3.05200 Moderate NO 4 Positve NEUTRAL 8 61.72 88.5000000 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 1 26.00 NA 10.356503 10.230958 11.400801 9.937879 12.071018 6.498182 5.747687 6.694589
MB-7043 0 4.03600 High NO 4 Positve NEUTRAL 4ER+ 72.65 91.5333333 LIVING claudin-low ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 18.00 NA 9.495638 8.824301 10.479795 8.434573 10.388746 6.238410 5.913824 5.961446
MB-7044 0 3.03000 Low NO 4 Positve NEUTRAL 4ER+ 67.24 86.8333333 LIVING claudin-low ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 15.00 NA 9.658109 9.246556 9.775797 8.143903 10.467894 5.985336 5.613402 6.269593
MB-7045 0 3.04000 High NO 4 Negative NEUTRAL 4ER- 61.39 94.9333333 DECEASED Her2 ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 2 20.00 NA 9.603594 5.903612 10.863089 6.303936 11.636422 5.174215 5.706339 5.413522
MB-7046 0 3.04600 Moderate NO 4 Positve GAIN 6 76.02 146.4000000 DECEASED Her2 ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Positive Negative 2 23.00 NA 13.029625 11.293989 11.646385 9.731603 11.294648 5.276261 5.831081 6.949222
MB-7048 0 3.02800 High NO 4 Positve NEUTRAL 1 36.27 88.4666667 LIVING Her2 ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 2 14.00 NA 11.365870 9.705877 11.140386 10.132544 11.168770 5.589484 5.632878 6.445040
MB-7049 0 4.03600 High NO 4 Negative NEUTRAL 4ER- 48.75 102.0333333 LIVING Basal ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 18.00 NA 9.894082 6.470525 7.846611 5.705321 7.216785 5.185560 6.074956 7.059333
MB-7050 1 4.04500 Moderate YES 4 Positve GAIN 5 64.99 65.1333333 DECEASED Her2 ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Positive Positive 2 22.50 NA 14.153515 11.035731 11.912644 9.299020 11.126725 6.579805 6.098909 5.353103
MB-7051 0 3.04000 High NO 4 Positve NEUTRAL 6 63.44 85.9333333 DECEASED Her2 ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 2 20.00 NA 10.752034 11.177373 11.493680 10.084140 10.007132 5.289198 6.261915 6.391812
MB-7052 0 4.03580 High NO 4 Negative NEUTRAL 9 45.45 106.1333333 LIVING claudin-low ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 17.90 NA 9.477725 5.661721 5.748581 6.820917 5.845648 5.266364 5.925144 7.414599
MB-7053 0 4.02900 High NO 4 Positve NEUTRAL 4ER+ 45.64 122.1333333 LIVING LumA ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 14.50 NA 10.611306 9.371555 11.167143 10.108041 11.605695 8.045266 5.850667 5.531175
MB-7054 2 5.02560 Low YES 4 Positve NEUTRAL 10 73.74 30.4333333 DECEASED claudin-low ER-/HER2- Died of Disease NO Breast Invasive Lobular Carcinoma Negative Positive 3 12.80 NA 10.593802 7.350233 5.454200 5.554163 6.165125 5.976007 5.814204 6.915294
MB-7055 0 4.05200 Low NO 4 Negative NEUTRAL 10 54.87 9.1333333 DECEASED Basal NA Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 3 26.00 NA 10.296154 5.882644 11.341389 5.662751 10.162107 5.516223 6.261625 5.494876
MB-7056 7 5.04200 Moderate NO 4 Positve NEUTRAL 3 71.82 117.0000000 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 2 21.00 NA 11.671862 10.720875 11.898910 10.075339 11.973550 7.230713 6.029488 6.033491
MB-7057 2 4.04400 High YES 4 Negative NEUTRAL 4ER- 72.81 43.8333333 DECEASED Normal ER+/HER2- Low Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 2 22.00 NA 10.455275 7.198638 11.790899 9.780491 11.983791 5.352919 5.709594 6.107780
MB-7058 4 3.05400 Moderate NO 4 Positve NEUTRAL 3 45.81 122.5000000 LIVING Normal ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive NA 27.00 NA 11.299892 9.036738 11.505221 9.479927 12.346196 6.768040 5.823656 6.312803
MB-7059 23 6.04800 High YES 4 Negative GAIN 5 50.55 119.3333333 LIVING Her2 HER2+ Living YES Invasive Breast Carcinoma Positive Negative 3 24.00 NA 13.772346 6.120164 11.680656 8.978161 11.932666 5.310058 5.885827 5.498178
MB-7060 6 4.10000 High NO 4 Positve LOSS 3 69.25 112.6666667 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Lobular Carcinoma Negative Negative 1 50.00 NA 10.688201 10.394976 12.277855 11.760515 12.726411 5.278192 6.585601 5.896175
MB-7061 0 3.04000 Moderate NO 4 Positve NEUTRAL 4ER+ 61.60 96.7666667 DECEASED Normal ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 2 20.00 NA 11.000707 11.334254 11.052029 9.817011 10.593041 5.590577 6.073069 6.114942
MB-7062 1 3.03200 High NO 4 Positve NEUTRAL 3 63.77 95.8666667 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 1 16.00 NA 10.278280 10.066241 11.521026 9.750372 11.921440 7.113941 6.159998 5.985174
MB-7063 0 4.04000 High NO 4 Positve NEUTRAL 3 76.77 86.6000000 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 20.00 NA 9.871965 11.875919 11.540093 10.329739 12.218980 6.621604 5.818814 6.228073
MB-7065 0 3.03800 Moderate NO 4 Positve NEUTRAL 9 45.35 107.8666667 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 19.00 NA 9.755513 12.012326 12.199658 11.116870 12.446316 6.838434 5.592460 6.024414
MB-7066 1 5.03700 Low YES 4 Negative GAIN 3 64.24 89.7666667 LIVING Her2 ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 18.50 NA 11.959535 6.642512 11.670467 7.828442 12.104218 5.483579 6.227572 6.718117
MB-7067 0 3.03100 Low NO 4 Negative GAIN 5 69.64 105.0000000 LIVING Her2 HER2+ Living NO Breast Invasive Ductal Carcinoma Positive Negative 2 15.50 NA 14.272602 5.729747 10.542758 7.701492 10.777870 5.089625 5.530358 6.717345
MB-7068 0 4.05200 High NO 4 Positve GAIN 9 58.95 98.4666667 LIVING Her2 HER2+ Living YES Breast Invasive Ductal Carcinoma Positive Negative 3 26.00 NA 13.804425 8.644493 11.457946 9.156294 10.146743 5.402134 6.144338 6.267610
MB-7069 0 4.04300 Moderate NO 4 Positve GAIN 5 67.60 114.6000000 LIVING Her2 HER2+ Living YES Breast Invasive Ductal Carcinoma Positive Negative 3 21.50 NA 13.308283 6.217980 11.425224 8.479923 11.389698 5.277199 5.836863 5.646962
MB-7070 2 5.00400 High NO 4 Positve GAIN 9 68.76 108.0666667 LIVING Her2 ER+/HER2- High Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 3 2.00 NA 11.849002 8.969704 11.205058 9.123190 10.761824 6.519225 5.995486 6.595704
MB-7071 0 4.03600 Moderate NO 4 Positve NEUTRAL 3 27.56 102.0666667 LIVING Her2 ER+/HER2- High Prolif Living YES Breast Invasive Lobular Carcinoma Negative Positive 3 18.00 NA 10.805694 8.764507 11.427885 8.682782 11.136067 6.447111 5.986051 5.975112
MB-7072 14 5.13000 Moderate NO 4 Positve GAIN 1 71.24 52.3333333 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 65.00 NA 11.142600 10.199026 11.248875 10.209537 11.547286 6.542778 6.172569 6.133365
MB-7073 13 6.04000 High YES 4 Negative GAIN 5 54.69 137.9333333 DECEASED Basal HER2+ Died of Other Causes NO Breast Invasive Ductal Carcinoma Positive Negative 3 20.00 NA 14.464282 5.596089 10.785064 7.185514 10.779883 5.321867 6.355945 5.623474
MB-7074 0 2.03600 Low NO 4 Positve NEUTRAL 4ER+ 51.36 108.1666667 LIVING Normal ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Negative 1 18.00 NA 11.151015 8.910839 11.820437 10.290449 11.943185 5.533391 5.782925 5.967800
MB-7075 0 3.03200 High NO 4 Positve GAIN 1 64.40 111.6333333 LIVING LumB ER+/HER2- High Prolif Living NO Breast Mixed Ductal and Lobular Carcinoma Negative Negative 2 16.00 NA 11.898462 11.078613 12.097205 11.033745 12.811032 5.341208 5.995486 5.386387
MB-7076 0 3.04400 Moderate NO 4 Positve NEUTRAL 7 56.13 142.6666667 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 2 22.00 NA 9.569982 11.862526 12.399572 10.881979 12.720078 9.521974 6.175984 6.317670
MB-7077 5 5.03400 High NO 4 Positve NEUTRAL 3 37.89 101.2666667 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 17.00 NA 11.288885 8.858778 11.373207 10.118281 12.161025 7.172990 5.970568 6.119395
MB-7078 0 4.10000 Moderate NO 4 Negative NEUTRAL 10 74.80 4.1666667 DECEASED claudin-low ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 50.00 NA 6.372949 5.457747 5.361043 5.782171 9.229021 5.311108 6.346357 6.727605
MB-7079 1 4.06000 Low NO 4 Positve NEUTRAL 4ER+ 70.30 91.0666667 LIVING claudin-low ER-/HER2- Living NO Breast Invasive Ductal Carcinoma Negative Negative 2 30.00 NA 9.516378 8.832578 10.005087 8.704075 10.781615 5.445341 5.861127 6.316796
MB-7080 0 2.03400 High NO 4 Positve NEUTRAL 8 64.01 91.2333333 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 1 17.00 NA 10.697159 10.318265 11.661978 10.608968 12.296796 7.506288 5.758164 6.288155
MB-7081 0 4.05600 Moderate NO 4 Negative NEUTRAL 10 69.12 140.2333333 LIVING claudin-low ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 28.00 NA 9.672530 5.883102 5.421041 6.298189 6.902546 5.031059 6.152749 6.495021
MB-7082 1 5.04000 High YES 4 Negative GAIN 5 57.07 98.2666667 LIVING Her2 HER2+ Living YES Breast Invasive Ductal Carcinoma Positive Negative 3 20.00 NA 14.464282 5.588818 11.826367 9.135579 11.978278 5.170704 5.796882 6.229262
MB-7083 0 3.05200 NA YES 4 Positve NEUTRAL 9 50.42 105.4666667 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 26.00 NA 10.501715 10.689355 11.588550 10.762391 12.967842 5.754003 5.763772 5.770509
MB-7084 0 4.12000 High NO 4 Negative GAIN 10 74.07 116.5333333 LIVING Basal ER-/HER2- Living NO Invasive Breast Carcinoma Positive Negative 3 60.00 NA 12.704364 5.541781 5.525877 5.502185 5.668946 5.392061 5.928166 5.897198
MB-7085 3 4.06000 Low NO 4 Positve NEUTRAL 7 60.50 110.1000000 LIVING Normal ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 30.00 NA 10.674605 9.532310 11.593162 10.452103 11.154844 7.476474 5.542115 6.138683
MB-7086 2 4.03600 High NO 4 Positve NEUTRAL 9 70.52 123.5333333 LIVING LumB ER+/HER2- High Prolif Living YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 2 18.00 NA 10.455145 12.320814 11.371384 10.093794 11.829502 6.331182 6.387878 6.096513
MB-7087 3 5.02800 High YES 4 Negative NEUTRAL 10 66.61 5.0666667 DECEASED Basal NA Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 3 14.00 NA 9.673931 7.483953 7.745045 8.869547 6.357784 5.220152 6.712562 6.721559
MB-7088 2 5.05000 Moderate NO 4 Positve GAIN 5 72.05 123.5333333 LIVING Her2 HER2+ Living NO Breast Invasive Ductal Carcinoma Positive Negative 3 25.00 NA 13.975314 8.007713 11.509000 9.988703 11.050871 5.179631 5.994651 6.693671
MB-7089 1 5.03600 Moderate YES 4 Negative GAIN 10 47.70 118.9000000 LIVING claudin-low ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 18.00 NA 10.521913 6.468168 7.930589 7.144471 8.229990 5.599877 5.862906 7.183054
MB-7090 3 5.03400 High YES 4 Negative NEUTRAL 10 48.52 109.7666667 LIVING Basal ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 17.00 NA 10.080908 6.162095 10.184689 5.818380 10.696909 5.331290 6.424994 5.652831
MB-7091 4 4.03600 High NO 4 Positve LOSS 7 55.71 110.2666667 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 1 18.00 NA 10.260500 11.021445 12.007969 11.141927 11.790105 5.932305 6.055712 6.143319
MB-7092 0 2.04000 High NO 4 Negative NEUTRAL 1 55.67 122.4000000 LIVING Her2 ER+/HER2- High Prolif Living YES Breast Mixed Ductal and Lobular Carcinoma Negative Positive 1 20.00 NA 9.627578 10.079183 11.332800 10.391959 12.158306 6.725346 6.443720 6.570911
MB-7093 2 3.03380 Moderate YES 4 Positve NEUTRAL 3 76.25 125.8333333 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 1 16.90 NA 9.996752 9.654600 11.530679 9.163955 12.137687 7.580829 5.787323 6.016968
MB-7094 0 4.04880 Moderate NO 4 Positve NEUTRAL 9 60.75 113.3666667 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 24.40 NA 10.936548 11.469178 11.565146 9.711815 11.563658 6.018621 6.746047 6.273410
MB-7095 0 2.05000 High NO 4 Positve NEUTRAL 8 74.64 115.6333333 LIVING LumA ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 1 25.00 NA 11.063339 12.286031 11.995550 9.943013 12.383211 5.372314 6.433545 6.447823
MB-7096 1 4.02500 High NO 4 Positve NEUTRAL 3 48.27 124.0000000 LIVING LumA NA Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 12.50 NA 11.418097 9.975400 11.884564 10.614042 13.105263 7.179231 5.590686 5.853561
MB-7097 2 2.08060 High YES 4 Positve NEUTRAL 8 60.09 65.1666667 DECEASED LumB ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative NA 40.30 NA 10.828171 11.876736 12.270892 9.779115 12.811867 5.296743 6.373077 5.807362
MB-7099 2 4.07600 High NO 4 Positve NEUTRAL 9 80.31 163.1666667 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 2 38.00 NA 10.266797 11.551308 12.049558 10.829790 11.595256 7.115723 6.264994 6.354428
MB-7100 2 5.05600 High NO 4 Positve NEUTRAL 8 70.56 156.3333333 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 3 28.00 NA 11.192497 12.234210 12.229104 9.629520 12.004148 9.010217 6.160262 6.770657
MB-7101 0 3.03100 Low NO 4 Positve NEUTRAL 3 49.16 124.2666667 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Lobular Carcinoma Negative Positive 2 15.50 NA 10.663059 11.058231 11.711600 10.195583 12.709267 8.015650 5.949165 6.846193
MB-7102 1 3.04000 Moderate NO 4 Positve NEUTRAL 3 73.16 104.1000000 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive 1 20.00 NA 8.273461 11.678604 12.256753 11.035645 11.465144 6.498013 5.884095 6.896418
MB-7104 2 5.03800 Moderate NO 4 Positve NEUTRAL 6 59.93 122.8333333 DECEASED claudin-low ER-/HER2- Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 3 19.00 NA 9.284197 9.768740 10.230542 9.432941 9.438200 5.308745 6.652062 6.260011
MB-7106 18 4.05800 Low NO 4 Positve NEUTRAL 2 80.13 37.5000000 DECEASED LumA ER+/HER2- Low Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 1 29.00 NA 10.487939 10.169028 11.827260 10.553748 12.188288 6.404218 5.996549 5.721509
MB-7107 3 5.06000 Moderate NO 4 Positve NEUTRAL 8 67.85 56.9333333 DECEASED LumA ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 3 30.00 NA 10.555724 12.148612 12.069354 11.247252 12.807736 5.339741 6.140016 6.335250
MB-7109 16 6.03800 High NO 4 Positve GAIN 2 67.27 117.5333333 LIVING LumB ER+/HER2- High Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 3 19.00 NA 10.427628 12.014892 12.015958 10.649691 13.541009 6.733206 6.177552 6.040690
MB-7111 5 6.10000 Moderate NO 4 Positve NEUTRAL 1 52.12 30.1666667 DECEASED Basal ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 3 50.00 NA 9.343783 9.071512 10.925914 9.488748 10.644592 7.333815 6.744969 6.308771
MB-7112 0 4.08000 Low YES 4 Positve NEUTRAL 2 40.74 64.7000000 DECEASED LumB ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 3 40.00 NA 9.679663 10.077376 11.405882 9.953957 10.797015 6.715043 5.837476 6.580999
MB-7113 0 2.02000 Moderate NO 4 Positve NEUTRAL 7 66.04 136.7000000 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 1 10.00 NA 10.576447 11.065604 11.993584 9.905022 11.534667 8.215235 6.009861 6.934260
MB-7114 0 4.03200 High NO 4 Negative NEUTRAL 10 55.57 123.2666667 LIVING Basal ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 16.00 NA 8.810199 5.832721 5.415026 6.437847 8.055925 5.484804 5.864403 5.570822
MB-7116 1 4.08000 High NO 4 Positve NEUTRAL 8 77.17 33.3666667 DECEASED LumB ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 2 40.00 NA 9.934763 10.598636 10.955781 10.991648 11.974818 5.564133 5.852908 6.040594
MB-7119 2 5.04600 High YES 4 Negative NEUTRAL 10 54.53 128.3666667 LIVING Basal ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 23.00 NA 9.687247 5.699719 7.378637 8.352543 8.171250 5.302202 5.944076 5.838955
MB-7121 4 6.07600 Low YES 4 Negative NEUTRAL 10 49.02 88.8333333 DECEASED claudin-low ER-/HER2- Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 3 38.00 NA 10.061764 6.012009 6.433260 7.507991 7.153353 5.253137 5.677709 5.817171
MB-7122 1 5.06000 Moderate NO 4 Positve NEUTRAL 4ER+ 83.39 29.9000000 DECEASED Basal ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Negative 3 30.00 NA 10.938856 8.471158 11.265505 9.770081 11.378789 5.548809 5.793661 6.300617
MB-7127 0 3.03800 Moderate NO 4 Positve NEUTRAL 9 52.43 135.3333333 LIVING Normal ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive NA 19.00 NA 9.939834 10.711709 11.888631 10.090023 12.113053 6.729812 5.480693 6.479841
MB-7128 0 3.04200 High NO 4 Positve GAIN 5 71.05 60.2666667 DECEASED LumA HER2+ Died of Other Causes NO Invasive Breast Carcinoma Positive Positive 2 21.00 NA 13.698862 11.169033 11.689920 9.670856 11.558554 6.658644 5.971789 5.806975
MB-7130 3 5.06200 High NO 4 Positve GAIN 9 72.28 102.9666667 DECEASED LumB NA Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 31.00 NA 11.970866 12.216721 11.761187 10.026752 12.693459 5.518144 5.919727 6.246908
MB-7131 1 5.04200 Moderate NO 4 Positve NEUTRAL 8 58.04 134.7333333 LIVING LumB ER+/HER2- High Prolif Living NO Breast Invasive Ductal Carcinoma Negative Negative 3 21.00 NA 10.630053 12.406093 12.426851 10.333668 12.841757 5.251608 5.723749 6.650883
MB-7132 0 3.03800 Moderate NO 4 Positve NEUTRAL 7 69.06 131.6000000 LIVING LumB ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 2 19.00 NA 10.140363 12.000675 11.670467 10.301800 12.455593 8.579244 5.953498 6.606125
MB-7133 2 5.03600 High NO 4 Positve NEUTRAL 1 71.41 23.8333333 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Lobular Carcinoma Negative Negative 3 18.00 NA 10.486243 9.963847 11.304980 10.360905 11.840719 5.446796 5.910851 5.592907
MB-7135 16 6.05200 Low YES 4 Negative GAIN 5 56.93 26.7333333 DECEASED Her2 HER2+ Died of Disease YES Breast Invasive Ductal Carcinoma Positive Negative 3 26.00 NA 14.264465 6.520096 12.253680 8.275139 12.440814 5.209053 5.790756 7.121518
MB-7137 0 2.04200 Moderate NO 4 Positve NEUTRAL 4ER+ 64.24 179.8000000 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative NA 21.00 NA 10.092578 10.893664 11.883777 11.314498 12.881611 5.630021 5.753912 6.086982
MB-7138 0 4.04400 High NO 4 Positve NEUTRAL 8 68.16 123.0000000 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 3 22.00 NA 9.650139 12.008010 12.625458 10.301604 12.905623 9.508301 5.950147 5.914555
MB-7140 5 6.12000 Moderate NO 4 Positve NEUTRAL 8 58.27 90.8000000 DECEASED LumB ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 3 60.00 NA 10.359953 12.185732 12.685885 11.959238 12.736419 5.462241 6.031962 7.095324
MB-7143 0 4.06800 High NO 4 Negative GAIN 5 61.38 186.3666667 LIVING Her2 HER2+ Living YES Breast Invasive Ductal Carcinoma Positive Negative 3 34.00 NA 14.045119 5.790017 11.429854 8.544284 12.128206 5.297326 5.556414 5.319542
MB-7144 0 4.04500 High NO 4 Positve NEUTRAL 8 59.34 102.6333333 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 3 22.50 NA 10.715103 11.480127 11.062690 10.227376 11.996500 5.923635 5.852579 6.280574
MB-7145 2 5.05000 High YES 4 Negative NEUTRAL 10 44.42 138.3333333 LIVING Basal ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 25.00 NA 9.075666 6.275827 6.391021 6.467265 6.522388 5.328977 6.569943 5.840449
MB-7147 0 4.06000 High NO 4 Positve NEUTRAL 6 76.98 168.6000000 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive 3 30.00 NA 8.833977 11.211510 10.891232 10.949549 11.057431 7.013148 5.769364 6.742973
MB-7148 NA 6.26000 Low YES 4 Positve NEUTRAL 8 62.97 19.0000000 DECEASED LumA ER+/HER2- High Prolif Died of Disease YES Invasive Breast Carcinoma Negative Positive 3 130.00 NA 11.277615 12.419260 12.531183 10.831850 12.662261 5.882424 5.455193 6.531490
MB-7149 14 6.10000 Moderate NO 4 Positve NEUTRAL 9 66.52 44.6333333 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 3 50.00 NA 11.226925 11.882707 11.438823 10.898584 11.876899 5.538463 5.420181 5.921707
MB-7150 0 4.07400 High NO 4 Positve NEUTRAL 3 70.88 128.9666667 LIVING LumB ER+/HER2- High Prolif Living NO Breast Invasive Ductal Carcinoma Negative Negative 3 37.00 NA 10.466905 11.086177 11.573368 10.339043 12.124606 5.458735 6.504587 6.759840
MB-7151 0 4.04200 High NO 4 Positve NEUTRAL 10 59.06 144.4333333 LIVING Basal ER-/HER2- Living NO Breast Invasive Ductal Carcinoma Negative Negative 3 21.00 NA 12.180993 5.470850 6.834176 8.201313 6.290479 5.448173 6.220471 5.550497
MB-7152 0 4.03600 High NO 4 Positve GAIN 9 62.13 195.8000000 DECEASED Her2 ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Negative 3 18.00 NA 11.569742 11.756890 11.302062 9.808926 12.203953 5.395308 5.981690 6.445146
MB-7153 0 3.05000 High NO 4 Positve NEUTRAL 8 74.11 142.8000000 LIVING Her2 ER+/HER2- High Prolif Living NO Breast Invasive Ductal Carcinoma Negative Negative 2 25.00 NA 11.291532 8.461195 12.861941 9.376885 12.855715 5.394928 5.708436 7.030411
MB-7154 0 4.06520 High NO 4 Negative NEUTRAL 10 77.54 108.4666667 DECEASED Basal ER-/HER2- Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Negative 3 32.60 NA 10.290869 6.897489 6.295357 6.996241 8.601375 5.390637 6.011818 6.409353
MB-7155 1 5.03440 High YES 4 Negative NEUTRAL 10 41.14 149.7666667 LIVING Basal ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 17.20 NA 8.977878 5.686148 5.860168 7.939880 6.951772 5.338637 6.798827 5.499668
MB-7157 2 4.03800 High NO 4 Positve NEUTRAL 8 56.86 219.6333333 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 19.00 NA 11.047865 11.489353 11.998372 10.632563 12.225921 8.238759 5.772829 7.149098
MB-7158 16 6.05800 High YES 4 Negative NEUTRAL 4ER- 50.73 46.4333333 DECEASED claudin-low ER-/HER2- Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 3 29.00 NA 10.638856 6.192290 5.448359 6.068316 8.979778 5.241411 5.843940 6.473183
MB-7159 0 4.06800 High YES 4 Negative NEUTRAL 10 60.45 21.9333333 DECEASED Basal NA Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 34.00 NA 9.506075 6.494697 7.209885 6.449763 7.060740 5.240536 5.960086 5.652121
MB-7160 0 4.04600 High NO 4 Positve GAIN 9 51.34 148.0666667 LIVING Her2 ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 23.00 NA 12.190168 9.848668 12.082211 10.163809 11.413426 7.388412 6.059898 6.882962
MB-7161 5 5.09200 Low NO 4 Positve GAIN 6 47.67 121.5333333 LIVING LumA ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 46.00 NA 10.981449 10.223158 11.631322 10.811840 11.370994 5.919187 5.794484 6.210207
MB-7162 0 2.02760 Moderate NO 4 Positve NEUTRAL 3 59.84 140.2000000 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 1 13.80 NA 10.477443 11.507858 11.897424 10.388171 12.765542 7.888218 6.026150 6.387873
MB-7163 15 5.06000 Moderate YES 4 Negative NEUTRAL 3 43.81 52.6333333 DECEASED LumA ER+/HER2- Low Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 2 30.00 NA 10.990295 9.705585 11.736978 10.594938 12.751625 6.727055 5.768015 5.988225
MB-7164 2 3.03140 High NO 4 Positve NEUTRAL 3 49.13 211.4000000 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 1 15.70 NA 11.182109 9.865391 11.967090 10.607464 12.376097 6.320895 5.480363 6.126360
MB-7165 1 5.36400 High YES 4 Negative NEUTRAL 10 28.78 147.1666667 LIVING Basal ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 182.00 NA 9.507019 5.426713 7.179491 7.674084 9.213541 5.229264 6.407379 7.921411
MB-7167 0 3.17000 High NO 4 Positve NEUTRAL 8 43.26 141.0333333 LIVING Her2 ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 85.00 NA 10.444400 9.608247 11.174019 10.205956 11.860152 7.792741 6.128875 6.567905
MB-7168 0 4.05000 Low NO 4 Positve NEUTRAL 7 60.33 150.5000000 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 3 25.00 NA 10.298221 10.877625 11.195729 10.829508 11.996056 5.997537 5.880827 6.324752
MB-7170 0 3.04000 High NO 4 Positve NEUTRAL 4ER+ 58.56 155.4000000 LIVING LumA NA Living YES Breast Invasive Ductal Carcinoma Negative Negative 2 20.00 NA 11.288661 11.078379 12.071218 10.412796 12.583355 5.375771 5.423796 6.016525
MB-7171 3 5.06200 High NO 4 Positve NEUTRAL 9 71.82 160.4000000 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 3 31.00 NA 9.978897 12.747643 11.834965 9.321887 12.605021 8.901068 6.263869 6.810578
MB-7172 3 4.03660 High NO 4 Positve NEUTRAL 8 62.70 149.3000000 LIVING LumB ER+/HER2- High Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 2 18.30 NA 10.101839 11.518980 11.969500 10.655325 13.214483 9.927964 5.920278 6.507738
MB-7173 0 3.04320 High NO 4 Positve NEUTRAL 8 67.40 63.5333333 DECEASED LumA ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Lobular Carcinoma Negative Negative 2 21.60 NA 11.115243 11.590197 12.138215 10.025011 13.026332 5.292300 5.577076 6.199958
MB-7176 1 4.05700 High NO 4 Positve NEUTRAL 8 50.51 194.4000000 DECEASED LumA ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 2 28.50 NA 10.180237 9.751524 11.843878 9.918057 12.334016 8.181451 5.859492 5.960231
MB-7181 1 5.04200 High NO 4 Positve GAIN 1 63.09 157.5333333 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 21.00 NA 12.176101 11.506802 11.986318 10.777218 12.562272 5.408853 6.673411 5.954597
MB-7182 0 4.05400 Moderate YES 4 Positve NEUTRAL 9 58.26 49.4666667 DECEASED Her2 ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 3 27.00 NA 10.572731 9.464584 11.719767 10.735919 11.680777 5.599638 6.001619 6.710131
MB-7185 8 5.03240 High NO 4 Positve NEUTRAL 8 70.76 125.0333333 DECEASED LumA ER+/HER2- Low Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 2 16.20 NA 11.485468 11.949865 12.333075 10.844879 12.708275 6.465373 5.635878 6.495243
MB-7186 6 5.06600 High NO 4 Positve NEUTRAL 7 48.92 4.8666667 LIVING LumB ER+/HER2- High Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 2 33.00 NA 10.196817 11.630177 11.714173 11.117038 13.067305 7.540037 6.024609 6.473652
MB-7187 0 3.00460 Moderate YES 4 Negative GAIN 5 49.35 146.8333333 DECEASED Normal HER2+ Died of Disease YES Breast Invasive Ductal Carcinoma Positive Negative 2 2.30 NA 14.345224 7.389621 11.096503 8.364964 11.976838 5.238338 5.420181 6.112435
MB-7188 NA 1.05000 High NO 4 Positve NEUTRAL 7 68.45 188.1666667 DECEASED LumB ER+/HER2- Low Prolif Died of Other Causes YES Invasive Breast Carcinoma Negative Positive NA 25.00 NA 11.304689 12.296136 12.106139 10.253819 12.703167 6.575270 6.146612 6.081657
MB-7189 1 4.04200 High YES 4 Positve LOSS 1 58.75 143.6000000 DECEASED LumB NA Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 2 21.00 NA 9.424651 11.050258 11.212084 10.457037 11.540186 5.361671 6.309557 6.940531
MB-7193 0 4.03040 Moderate NO 4 Positve GAIN 6 76.65 87.4666667 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 3 15.20 NA 10.169749 11.802523 10.930065 9.895860 10.469161 6.555023 6.000993 5.531105
MB-7194 0 3.04300 High YES 4 Positve NEUTRAL 2 63.71 46.6666667 DECEASED LumB ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 2 21.50 NA 10.920432 12.581872 12.081189 11.243722 13.375882 5.263001 5.872202 6.232780
MB-7195 0 3.05000 Moderate NO 4 Positve NEUTRAL 8 72.99 80.4333333 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Lobular Carcinoma Negative Positive 2 25.00 NA 10.906170 11.505561 11.942555 10.419051 11.991815 8.511932 6.027719 6.746982
MB-7196 4 6.15000 High NO 4 Positve NEUTRAL 9 67.99 107.1000000 DECEASED Her2 ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 75.00 NA 10.481799 12.399851 11.009605 8.980778 10.876635 6.969658 6.690593 5.611784
MB-7197 1 4.04000 High NO 4 Positve NEUTRAL 8 70.58 187.8666667 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 2 20.00 NA 11.031463 12.224842 11.764076 10.311662 12.712830 5.840054 5.620767 6.466148
MB-7198 0 4.08000 High NO 4 Positve NEUTRAL 6 67.89 16.7333333 DECEASED Basal ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 3 40.00 NA 10.523381 10.303005 11.052184 9.392862 10.778917 5.996609 6.033319 5.563257
MB-7199 1 4.04000 High NO 4 Positve NEUTRAL 8 81.14 76.0000000 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Negative 2 20.00 NA 6.919154 12.200764 12.012950 11.414305 12.225549 5.443668 6.094097 6.463675
MB-7200 0 4.04600 Moderate NO 4 Positve NEUTRAL 8 71.69 97.6000000 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 3 23.00 NA 10.613229 11.983744 12.214184 10.658682 12.125376 6.799432 5.962510 6.792932
MB-7201 0 3.03200 High NO 4 Positve NEUTRAL 3 62.07 163.4333333 LIVING claudin-low ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 16.00 NA 8.952810 7.202393 10.601428 7.797484 11.885431 5.828605 6.248175 6.359150
MB-7205 2 5.05000 Moderate YES 4 Negative NEUTRAL 10 38.17 166.0333333 LIVING Basal ER-/HER2- Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 25.00 NA 9.852686 5.678534 6.200871 7.908487 7.803524 5.205989 5.608271 6.625930
MB-7207 1 2.06000 NA YES 4 Negative GAIN 1 43.28 55.7333333 DECEASED Her2 ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Positive Negative NA 30.00 NA 14.211650 6.073126 11.042409 8.288896 11.417959 5.323448 5.785634 6.676707
MB-7208 9 6.06220 High YES 4 Negative NEUTRAL 10 48.83 45.9333333 DECEASED Basal ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 31.10 NA 9.698477 5.660023 11.111716 6.952731 11.008807 5.199927 5.420085 5.793151
MB-7212 0 4.02860 High NO 4 Positve GAIN 3 62.26 52.5000000 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Lobular Carcinoma Negative Positive 3 14.30 NA 10.967056 10.790629 11.614709 10.268544 12.137813 5.873944 5.877602 6.786717
MB-7215 2 4.03100 Moderate NO 4 Positve NEUTRAL 4ER+ 60.15 208.9666667 DECEASED claudin-low ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 2 15.50 NA 9.996428 9.173349 11.036760 10.044159 11.548233 5.616339 5.921396 6.027426
MB-7216 0 3.04000 Moderate NO 4 Positve NEUTRAL 4ER+ 79.23 207.4666667 DECEASED LumB ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Lobular Carcinoma Negative Positive 2 20.00 NA 9.370633 12.367449 12.825095 10.783039 12.080722 8.370644 5.849376 6.147224
MB-7217 0 1.02000 Low NO 4 Positve NEUTRAL 3 62.61 90.4000000 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive NA 10.00 NA 10.212731 10.133854 11.435827 9.704378 12.141922 8.385297 6.137989 6.024325
MB-7218 2 3.02520 Moderate NO 4 Positve NEUTRAL 3 57.87 165.4333333 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Lobular Carcinoma Negative Positive 1 12.60 NA 10.858189 11.396664 11.827621 9.615323 12.648640 6.744561 6.041473 6.355853
MB-7219 1 3.02500 High NO 4 Positve NEUTRAL 8 60.07 165.2000000 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 1 12.50 NA 10.325557 10.189660 11.294957 10.392502 11.821404 6.453661 5.924414 7.130410
MB-7220 0 3.05020 Moderate NO 4 Positve NEUTRAL 8 70.97 183.2000000 DECEASED LumB ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 2 25.10 NA 10.826636 9.600340 11.703855 11.113634 12.304209 7.322763 5.849225 5.840046
MB-7225 3 5.07600 High YES 4 Negative GAIN 10 49.61 55.0000000 DECEASED Basal NA Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 38.00 NA 10.323953 5.488900 5.427564 6.826588 7.599868 5.570344 5.759104 6.687609
MB-7226 3 5.03520 High YES 4 Positve GAIN 6 67.88 53.3666667 DECEASED LumB ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 3 17.60 NA 10.338320 11.423591 11.490897 11.409350 12.252939 5.336258 5.685900 6.338750
MB-7227 0 3.03400 Moderate NO 4 Positve NEUTRAL 3 72.66 63.2000000 DECEASED Normal ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Negative 2 17.00 NA 11.128896 10.070882 12.220286 10.176961 12.074116 5.196191 6.040576 5.703869
MB-7228 6 5.07000 Low NO 4 Positve GAIN 7 58.92 239.1666667 LIVING Normal ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 2 35.00 NA 9.578361 10.818036 10.932150 9.066434 11.507888 7.499814 5.866889 6.645001
MB-7229 1 5.05800 High NO 4 Positve NEUTRAL 8 73.52 111.6000000 DECEASED LumA ER+/HER2- High Prolif Died of Other Causes NO Breast Mixed Ductal and Lobular Carcinoma Negative Positive 3 29.00 NA 10.518193 12.216341 12.283191 9.902799 12.615112 8.482966 6.012906 6.329383
MB-7230 0 3.03000 Moderate NO 4 Positve NEUTRAL 3 51.45 182.6000000 LIVING LumA ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 2 15.00 NA 10.840440 10.092772 12.332136 10.199383 11.836303 6.564597 6.079745 6.763354
MB-7231 0 1.07600 Moderate NO 4 Positve NEUTRAL 4ER+ 68.41 199.0333333 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive NA 38.00 NA 10.481865 11.523817 12.476865 11.021837 12.033122 7.141554 5.725098 6.483284
MB-7232 0 3.00424 High NO 4 Positve NEUTRAL 8 58.37 177.6000000 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 2 2.12 NA 10.592564 12.300091 12.355500 10.203184 12.933263 8.633205 6.158455 6.087561
MB-7233 0 3.04260 Moderate NO 4 Positve NEUTRAL 8 74.76 222.0333333 DECEASED Her2 ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 2 21.30 NA 10.647910 10.688271 10.947265 10.991156 12.302323 6.545356 5.325583 6.672200
MB-7234 0 4.01600 High NO 4 Positve NEUTRAL 6 63.43 222.2000000 LIVING LumB ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Negative 3 8.00 NA 11.148867 12.058733 12.743989 11.429651 13.403691 5.601614 5.248892 7.039535
MB-7235 2 4.04000 High NO 4 Positve GAIN 8 62.45 170.8000000 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Negative Positive 2 20.00 NA 11.241157 11.854216 11.860498 10.676374 11.966185 5.898537 5.863743 6.665209
MB-7236 5 5.04464 Moderate NO 4 Positve GAIN 8 51.46 201.4666667 DECEASED LumB ER+/HER2- Low Prolif Died of Other Causes YES Invasive Breast Carcinoma Negative Positive 2 22.32 NA 10.437523 11.675056 11.547221 10.040481 11.893252 7.007133 5.512939 6.351813
MB-7237 8 5.03600 Moderate NO 4 Positve GAIN 9 77.37 23.9333333 DECEASED NC ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 2 18.00 NA 11.007182 9.879010 10.749515 10.594228 12.119799 6.259103 5.678203 6.518297
MB-7238 0 4.05400 High NO 4 Positve NEUTRAL 8 71.11 23.2666667 DECEASED Her2 ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 3 27.00 NA 10.370414 9.520532 11.426720 10.110271 12.080146 5.390623 5.560965 5.771310
MB-7241 1 4.04600 Moderate NO 4 Positve NEUTRAL 7 47.85 171.1000000 LIVING LumB ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 2 23.00 NA 10.164739 10.314297 11.210333 9.876391 11.900311 8.036838 5.800553 6.398091
MB-7243 0 2.03400 Moderate NO 4 Positve NEUTRAL 8 78.89 148.8000000 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Negative 1 17.00 NA 10.789072 12.332238 12.054590 10.365671 11.863339 5.696426 6.187351 6.647532
MB-7244 1 3.02400 Moderate NO 4 Positve NEUTRAL 8 54.81 184.1666667 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 1 12.00 NA 10.231778 10.277731 11.466506 9.388437 12.141119 8.368361 5.451017 6.711337
MB-7249 0 1.04200 Low NO 4 Positve GAIN 8 75.13 58.6666667 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive NA 21.00 NA 10.310930 10.374522 12.106903 10.268724 12.313457 8.923735 6.265270 6.330932
MB-7250 0 4.03540 Moderate NO 4 Negative GAIN 5 48.45 51.0000000 DECEASED Her2 HER2+ Died of Disease YES Breast Invasive Ductal Carcinoma Positive Negative 3 17.70 NA 12.966705 6.143563 10.481463 7.223465 11.171012 5.285067 5.584207 5.472181
MB-7251 5 6.03094 Moderate NO 4 Positve GAIN 5 54.66 21.5666667 DECEASED Her2 HER2+ Died of Disease NO Breast Invasive Ductal Carcinoma Positive Negative 3 15.47 NA 14.224677 6.552171 11.608118 9.574542 11.280612 5.078956 5.385871 6.921696
MB-7252 5 6.07000 High NO 4 Positve GAIN 4ER+ 74.80 35.7000000 DECEASED Her2 ER-/HER2- Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Negative 3 35.00 NA 11.897243 7.238029 10.336336 9.021718 11.416511 5.086340 5.478068 5.952922
MB-7253 0 3.05000 High NO 4 Positve NEUTRAL 3 69.72 59.9666667 DECEASED LumB ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Negative 2 25.00 NA 10.471942 11.673338 11.682280 11.020112 12.043363 5.271667 6.592135 6.071893
MB-7254 2 4.04600 Moderate NO 4 Positve NEUTRAL 8 62.46 192.2000000 LIVING LumA ER+/HER2- High Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 2 23.00 NA 10.586675 11.043022 11.450748 10.089724 11.952421 6.130183 6.330172 6.733529
MB-7256 17 5.08000 High YES 4 Negative GAIN 5 50.92 34.7000000 DECEASED Her2 HER2+ Died of Disease YES Breast Invasive Ductal Carcinoma Positive Negative 2 40.00 NA 14.464282 6.425775 11.123834 8.570476 12.386091 5.356381 6.480691 6.107157
MB-7258 6 6.06000 High YES 4 Negative NEUTRAL 10 45.11 15.0666667 DECEASED Basal NA Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 30.00 NA 10.327789 5.375974 9.108558 7.288036 9.745337 5.247784 6.111693 5.660665
MB-7260 7 6.04830 Moderate YES 4 Negative GAIN 5 52.41 31.1666667 LIVING Her2 HER2+ Living YES Breast Invasive Ductal Carcinoma Positive Negative 3 24.15 NA 14.454830 8.127766 11.297841 10.165911 11.861138 5.574582 5.964692 5.652373
MB-7262 1 5.08000 Moderate NO 4 Positve NEUTRAL 9 83.80 104.0333333 DECEASED Her2 ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Negative 3 40.00 NA 9.517195 8.193330 11.866097 10.584890 11.173552 5.593963 6.268918 7.864927
MB-7263 2 4.06000 High NO 4 Positve GAIN 9 63.89 164.9666667 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Positive 2 30.00 NA 10.587000 11.637327 12.011523 10.609792 12.307888 7.443469 5.652748 6.719375
MB-7264 11 6.07000 Moderate NO 4 Positve NEUTRAL 4ER+ 60.57 42.9666667 DECEASED Normal ER+/HER2- Low Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 35.00 NA 9.898012 11.563569 10.707513 9.646277 11.567994 5.534383 6.195857 5.967712
MB-7266 1 3.08000 Moderate NO 4 Positve NEUTRAL 9 59.82 68.1666667 DECEASED LumB NA Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 1 40.00 NA 10.260601 11.886409 11.363868 10.789442 13.284046 6.266055 6.021933 6.199567
MB-7267 3 5.04100 Moderate YES 4 Negative GAIN 10 28.37 195.3666667 DECEASED Basal NA Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 3 20.50 NA 9.413817 5.623989 5.969946 6.643888 6.427479 5.535405 5.571594 5.547733
MB-7268 1 5.10000 Moderate NO 4 Positve LOSS 8 34.64 227.4666667 LIVING LumA ER+/HER2- High Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 3 50.00 NA 10.418409 10.113687 12.278028 9.572906 12.718185 8.036866 6.148911 6.229037
MB-7269 2 5.05000 Moderate YES 4 Negative GAIN 10 36.60 21.1666667 DECEASED Basal ER-/HER2- Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 3 25.00 NA 11.532133 7.121643 6.905075 6.148473 6.717019 5.230989 6.230033 5.768024
MB-7270 1 5.03200 High YES 4 Negative NEUTRAL 10 50.84 175.1666667 LIVING Basal ER-/HER2- Living NO Breast Invasive Ductal Carcinoma Negative Negative 3 16.00 NA 9.515256 5.996827 10.685767 7.574704 9.210209 5.261880 5.724471 6.981713
MB-7273 1 5.04000 High YES 4 Negative GAIN 5 47.47 208.2000000 LIVING Her2 HER2+ Living YES Breast Invasive Lobular Carcinoma Positive Negative 3 20.00 NA 13.401624 5.815046 11.119795 7.893301 11.532189 5.283706 5.738257 6.647040
MB-7275 3 5.04000 High YES 4 Negative GAIN 5 30.02 44.4000000 DECEASED Her2 HER2+ Died of Disease NO Breast Invasive Ductal Carcinoma Positive Positive 3 20.00 NA 13.040002 7.656224 10.987846 8.821133 11.327396 6.946658 6.218838 6.375379
MB-7276 4 4.04000 High NO 4 Positve NEUTRAL 8 61.27 185.3333333 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Ductal Carcinoma Negative Positive 1 20.00 NA 10.608854 12.629817 12.280125 10.325243 12.249674 7.645411 6.228934 6.596795
MB-7277 3 4.06000 High NO 4 Positve NEUTRAL 8 56.78 187.0333333 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 2 30.00 NA 9.975649 10.694562 11.244035 10.366285 12.046000 8.343770 5.616130 6.268106
MB-7278 1 4.03000 High NO 4 Positve NEUTRAL 3 67.89 241.3000000 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 2 15.00 NA 10.305518 11.600082 11.746321 9.621454 11.902300 7.217445 6.159233 6.220230
MB-7279 3 4.10000 High NO 4 Positve GAIN 9 86.14 21.3000000 DECEASED Her2 HER2+ Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 2 50.00 NA 12.237637 9.377438 11.456438 9.369561 12.027578 6.495096 5.314675 6.568044
MB-7280 6 5.08000 High NO 4 Positve NEUTRAL 7 63.50 195.5333333 LIVING LumA ER+/HER2- High Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 2 40.00 NA 10.689418 10.935417 11.350294 11.016023 11.667261 6.348263 6.213980 6.133767
MB-7281 3 5.03200 Moderate YES 4 Positve GAIN 5 51.22 49.5333333 DECEASED Her2 HER2+ Died of Disease YES Breast Invasive Ductal Carcinoma Positive Negative 3 16.00 NA 12.545156 6.074817 11.029630 7.084129 10.737725 5.218277 5.856297 6.423540
MB-7283 33 5.06000 Moderate YES 4 Positve LOSS 6 54.42 28.8666667 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Lobular Carcinoma Negative Negative 2 30.00 NA 10.864729 11.424278 12.106893 11.230719 12.197105 5.372668 5.700589 5.964566
MB-7284 1 5.03000 High NO 4 Positve NEUTRAL 6 61.23 203.0000000 DECEASED LumA ER+/HER2- Low Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Negative 3 15.00 NA 11.095101 11.528538 11.351026 11.173061 12.657888 5.487836 5.402141 6.402355
MB-7285 3 4.04000 Moderate NO 4 Positve GAIN 6 53.14 109.0000000 DECEASED claudin-low ER+/HER2- Low Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 2 20.00 NA 10.300250 9.699313 10.399409 8.780934 11.214563 6.020592 5.861783 6.461282
MB-7286 3 5.05000 High NO 4 Positve NEUTRAL 3 66.48 158.6333333 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Negative 3 25.00 NA 10.475695 11.628490 11.990302 10.693677 12.580792 5.570690 6.542352 6.624382
MB-7287 10 6.06000 Moderate NO 4 Positve GAIN 5 63.09 96.9666667 DECEASED LumB ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Positive Positive 3 30.00 NA 13.931983 10.559880 10.852352 9.715295 11.884542 5.823160 5.338322 6.559329
MB-7288 8 5.06000 High NO 4 Positve NEUTRAL 8 55.70 27.0666667 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Negative 2 30.00 NA 11.031849 9.744005 11.852625 9.978794 11.980623 5.481691 6.303714 6.145720
MB-7289 5 5.13000 Moderate NO 4 Positve GAIN 4ER+ 51.87 126.6666667 DECEASED Normal ER+/HER2- Low Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 2 65.00 NA 9.979783 8.690467 10.691575 8.691949 11.349036 6.673764 6.105810 6.297198
MB-7291 22 6.10000 High NO 4 Positve GAIN 1 53.87 6.8333333 DECEASED claudin-low HER2+ Died of Disease NO Breast Invasive Ductal Carcinoma Positive Negative 3 50.00 NA 12.600238 6.096158 10.298983 8.116684 10.747426 5.260572 5.829438 6.351516
MB-7292 1 4.03000 High NO 4 Positve GAIN 6 52.90 78.4666667 DECEASED LumB ER+/HER2- High Prolif Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 2 15.00 NA 10.215534 9.565225 10.949128 8.844543 10.711007 6.946029 5.930059 6.230146
MB-7293 1 5.09000 High NO 4 Positve NEUTRAL 3 56.90 199.2333333 LIVING LumA ER+/HER2- Low Prolif Living NO Breast Invasive Ductal Carcinoma Negative Positive 3 45.00 NA 10.219154 10.879891 11.302246 9.551231 11.301274 6.431114 6.000993 5.791022
MB-7294 1 4.03000 High NO 4 Positve GAIN 1 59.20 82.7333333 DECEASED LumB ER+/HER2- High Prolif Died of Disease NO Breast Invasive Ductal Carcinoma Negative Positive 2 15.00 NA 10.846545 11.290976 11.075688 9.424235 11.567166 7.312247 6.190000 5.660943
MB-7295 1 5.05000 High NO 4 Positve NEUTRAL 3 43.10 196.8666667 LIVING LumA ER+/HER2- Low Prolif Living YES Breast Invasive Lobular Carcinoma Negative Positive 3 25.00 NA 9.935178 9.591235 11.281194 9.207323 11.337601 7.984515 6.279207 6.753291
MB-7296 1 5.04000 High NO 4 Positve GAIN 5 42.88 44.7333333 DECEASED LumB NA Died of Disease YES Breast Invasive Ductal Carcinoma Positive Negative 3 20.00 NA 13.753037 9.733986 11.532033 9.530390 11.626140 5.616082 5.999093 6.271912
MB-7297 45 6.05000 High NO 4 Positve NEUTRAL 1 62.90 175.9666667 DECEASED LumB NA Died of Disease YES Breast Invasive Ductal Carcinoma Negative Positive 3 25.00 NA 10.228570 11.053198 11.482761 9.540589 11.180360 7.478069 6.192399 6.212256
MB-7298 12 5.05000 Moderate NO 4 Positve NEUTRAL 1 61.16 86.2333333 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes NO Breast Invasive Ductal Carcinoma Negative Positive 2 25.00 NA 9.892589 11.055114 11.371176 10.365901 12.827069 8.282737 6.287254 6.466712
MB-7299 1 5.04000 High NO 4 Positve NEUTRAL 10 60.02 201.9000000 DECEASED LumB ER+/HER2- High Prolif Died of Other Causes YES Breast Invasive Ductal Carcinoma Negative Negative 3 20.00 NA 10.227787 10.696475 10.867527 9.749368 9.847856 5.533486 6.208784 6.180511

This plot list object is really only a specification for how ggplot2 should create the plot. ggplot2 only renders the plot when we ask it to by printing it out to the screen by typing print(plot) or simply just plot.

We haven’t added any layers yet so what does our plot look like at this point?

plot

ggplot2 doesn’t know what to plot yet as we haven’t added a layer (geom).

plot$mapping
Aesthetic mapping: 
<empty>
plot$layers
list()

Lets add an aesthetic mapping.

plot <- metabric |> ggplot(mapping = aes(x = NPI, y = ESR1, colour = ER_IHC))
plot

ggplot2 has automatically added scales for x and y based on the ranges of values for the Nottingham prognostic index and ESR1 expression. Still nothing has been plotted as we haven’t yet specified the type of plot (geom) to add as a layer.

plot$mapping
Aesthetic mapping: 
* `x`      -> `NPI`
* `y`      -> `ESR1`
* `colour` -> `ER_IHC`
plot$layers
list()

Finally, let’s add a geom_point and geom_smooth layers to create a scatter plot.

plot <- plot + 
  geom_point(size = 0.6, alpha = 0.5) +
  geom_smooth(method = "lm") 
plot
`geom_smooth()` using formula = 'y ~ x'

plot$layers
[[1]]
geom_point: na.rm = FALSE
stat_identity: na.rm = FALSE
position_identity 

[[2]]
geom_smooth: na.rm = FALSE, orientation = NA, se = TRUE
stat_smooth: na.rm = FALSE, orientation = NA, se = TRUE, method = lm
position_identity 

We touched on statistical transformations earlier. The stat associated with a geom_point is stat_identity which leaves values unchanged. In the case of a scatter plot, we already have the x and y values – they don’t need to be transformed, just plotted on the x and y axes. On the other hand, the stat associated with a geom_smooth is stat_smooth which uses a linear function for smoothing.

Customizing Plots - continued

Scales

One of the components of the plot is called scales. ggplot2 automatically adds default scales behind the scene equivalent to the following:

plot <- metabric |> 
  ggplot(mapping = aes(x = NPI, y = ESR1, colour = ER_IHC)) +
  geom_point(size = 0.6, alpha = 0.5) +
  geom_smooth(method = "lm") +
  scale_x_continuous() +
  scale_y_continuous() +
  scale_colour_discrete()

Note that we have three aesthetics and ggplot2 adds a scale for each.

plot$mapping
Aesthetic mapping: 
* `x`      -> `NPI`
* `y`      -> `ESR1`
* `colour` -> `ER_IHC`

The x and y variables (NPI and ESR1) are continuous so ggplot2 adds a continuous scale for each. ER_IHC is a discrete variable in this case so ggplot2 adds a discrete scale for colour.

Generalizing, the scales that are required follow the naming scheme:

scale_<NAME_OF_AESTHETIC>_<NAME_OF_SCALE>

Look at the help page for scale_y_continuous to see what we can change about the y-axis scale.

First we’ll change the breaks, i.e. where ggplot2 puts ticks and numeric labels, on the y axis.

metabric |> 
  ggplot(mapping = aes(x = NPI, y = ESR1, colour = ER_IHC)) +
  geom_point(size = 0.6, alpha = 0.5) +
  geom_smooth(method = "lm") +
  scale_y_continuous(breaks = seq(5, 15, by = 2.5))
`geom_smooth()` using formula = 'y ~ x'

seq() is a useful function for generating regular sequences of numbers. In this case we wanted numbers from 5 to 15 going up in steps of 2.5.

seq(5, 15, by = 2.5)
[1]  5.0  7.5 10.0 12.5 15.0

We could do the same thing for the x axis using scale_x_continuous().

We can also adjust the extents of the x or y axis.

metabric |> 
  ggplot(mapping = aes(x = NPI, y = ESR1, colour = ER_IHC)) +
  geom_point(size = 0.6, alpha = 0.5) +
  geom_smooth(method = "lm") +
  scale_y_continuous(breaks = seq(5, 15, by = 2.5), limits = c(4, 12))
`geom_smooth()` using formula = 'y ~ x'
Warning: Removed 163 rows containing non-finite outside the scale range
(`stat_smooth()`).
Warning: Removed 163 rows containing missing values or values outside the scale range
(`geom_point()`).

Here, just for demonstration purposes, we set the upper limit to be less than the largest values of ESR1 expression and ggplot2 warned us that some rows have been removed from the plot.

We can change the minor breaks, e.g. to add more lines that act as guides. These are shown as thin white lines when using the default theme.

metabric |> 
  ggplot(mapping = aes(x = NPI, y = ESR1, colour = ER_IHC)) +
  geom_point(size = 0.6, alpha = 0.5) +
  geom_smooth(method = "lm") +
  scale_y_continuous(
    breaks = seq(5, 12.5, by = 2.5), 
    minor_breaks = seq(5, 13.5, 0.5), 
    limits = c(5, 13.5))
`geom_smooth()` using formula = 'y ~ x'

Or we can remove the minor breaks entirely.

metabric |> 
  ggplot(mapping = aes(x = NPI, y = ESR1, colour = ER_IHC)) +
  geom_point(size = 0.6, alpha = 0.5) +
  geom_smooth(method = "lm") +
  scale_y_continuous(
    breaks = seq(6, 14, by = 2), 
    minor_breaks = NULL, 
    limits = c(5, 13.5))
`geom_smooth()` using formula = 'y ~ x'

Similarly we could remove all breaks entirely.

metabric |> 
  ggplot(mapping = aes(x = NPI, y = ESR1, colour = ER_IHC)) +
  geom_point(size = 0.6, alpha = 0.5) +
  geom_smooth(method = "lm") +
  scale_y_continuous(breaks = NULL)
`geom_smooth()` using formula = 'y ~ x'

A more typical scenario would be to keep the breaks, because we want to display the ticks and their lables, but remove the grid lines. Somewhat confusingly the position of grid lines are controlled by a scale but preventing these from being displayed requires changing the theme. The theme controls the way in which non-data components are displayed – we’ll look at how these can be customized later. For now, though, here’s an example of turning off the display of all grid lines for major and minor breaks for both axes.

metabric |> 
  ggplot(mapping = aes(x = NPI, y = ESR1, colour = ER_IHC)) +
  geom_point(size = 0.6, alpha = 0.5) +
  geom_smooth(method = "lm") +
  scale_y_continuous(breaks = seq(4, 14, by = 2), limits = c(4, 14)) +
  theme(panel.grid = element_blank())
`geom_smooth()` using formula = 'y ~ x'

By default, the scales are expanded by 5% of the range on either side. We can add or reduce the space as follows.

metabric |> 
  ggplot(mapping = aes(x = NPI, y = ESR1, colour = ER_IHC)) +
  geom_point(size = 0.6, alpha = 0.5) +
  geom_smooth(method = "lm") +
  scale_x_continuous(expand = expansion(mult = 0.01)) +
  scale_y_continuous(expand = expansion(mult = 0.25))
`geom_smooth()` using formula = 'y ~ x'

Here we only added 1% (0.01) of the range of NPI values on either side along the x axis but we added 25% (0.25) of the range of ESR1 expression on either side along the y axis.

We can move the axis to the other side of the plot –- not sure why you’d want to do this but with ggplot2 just about anything is possible.

metabric |> 
  ggplot(mapping = aes(x = NPI, y = ESR1, colour = ER_IHC)) +
  geom_point(size = 0.6, alpha = 0.5) +
  geom_smooth(method = "lm") +
  scale_x_continuous(position = "top")
`geom_smooth()` using formula = 'y ~ x'

Colours

The colour asthetic is used with a categorical variable, ER_IHC, in the scatter plots we’ve been customizing. The default colour scale used by ggplot2 for categorical variables is scale_colour_discrete. We can manually set the colours we wish to use using scale_colour_manual instead.

metabric |> 
  ggplot(mapping = aes(x = NPI, y = ESR1, colour = ER_IHC)) +
  geom_point(size = 0.6, alpha = 0.5) +
  geom_smooth(method = "lm") +
  scale_colour_manual(values = c("dodgerblue2", "firebrick2"))
`geom_smooth()` using formula = 'y ~ x'

Setting colours manually is ok when we only have two or three categories but when we have a larger number it would be handy to be able to choose from a selection of carefully-constructed colour palettes. Helpfully, ggplot2 provides access to the ColorBrewer palettes through the functions scale_colour_brewer() and scale_fill_brewer().

metabric |> 
  ggplot(mapping = aes(x = NPI, y = ESR1, colour = THREEGENE)) + 
  geom_point(size = 0.6, alpha = 0.5, na.rm = TRUE) +
  scale_colour_brewer(palette = "Set1")

Look at the help page for scale_colour_brewer to see what other colour palettes are available and visit the ColorBrewer website to see what these look like.

Interestingly, you can set other attributes other than just the colours at the same time.

metabric |> 
  ggplot(mapping = aes(x = NPI, y = ESR1, colour = ER_IHC)) +
  geom_point(size = 0.6, alpha = 0.5) +
  geom_smooth(method = "lm") +
  scale_colour_manual(
    values = c("dodgerblue2", "firebrick2"), 
    labels = c("ER-negative", "ER-positive")) +
  labs(colour = NULL)  # remove legend title for colour now that the labels are self-explanatory
`geom_smooth()` using formula = 'y ~ x'

We have applied our own set of mappings from levels in the data to aesthetic values.

For continuous variables we may wish to be able to change the colours used in the colour gradient. To demonstrate this we’ll correct the Nottingham prognostic index (NPI) values and use this to colour points in the scatter plot of ESR1 vs GATA3 expression on a continuous scale.

# Nottingham_prognostic_index is incorrectly calculated in the data downloaded from cBioPortal
metabric <- metabric |> 
  mutate(NPI = 0.02 * TUMOR_SIZE + LYMPH_NODES_EXAMINED_POSITIVE + GRADE)

metabric |> 
  filter(!is.na(NPI)) |> 
  ggplot(mapping = aes(x = GATA3, y = ESR1, colour = NPI)) +
  geom_point(size = 0.5)

Higher NPI scores correspond to worse prognosis and lower chance of 5 year survival. We’ll emphasize those points on the scatter plot by adjusting our colour scale.

metabric |> 
  filter(!is.na(NPI)) |> 
  ggplot(mapping = aes(x = GATA3, y = ESR1, colour = NPI)) +
  geom_point(size = 0.75) +
  scale_colour_gradient(low = "white", high = "firebrick2")

In some cases it might make sense to specify two colour gradients either side of a mid-point.

metabric |> 
  filter(!is.na(NPI)) |> 
  ggplot(mapping = aes(x = GATA3, y = ESR1, colour = NPI)) +
  geom_point(size = 0.75) +
  scale_colour_gradient2(
    low = "dodgerblue1", 
    mid = "grey90", 
    high = "firebrick1", 
    midpoint = 4.5)

As before we can override the default labels and other aspects of the colour scale within the scale function.

metabric |> 
  filter(!is.na(NPI)) |> 
  ggplot(mapping = aes(x = GATA3, y = ESR1, colour = NPI)) +
  geom_point(size = 0.5) +
  scale_colour_gradient(
    low = "lightblue", high = "darkblue",
    name = "NPI Values",
    breaks = 2:6,
    limits = c(1.5, 6.5)
  )

Themes

Themes can be used to customize non-data components of a plot. Let’s create a plot showing the expression of estrogen receptor alpha (ESR1) for each of the Integrative cluster breast cancer subtypes.

# read in the METABRIC data, convert the INTCLUST variable into a
# categorical variable with the levels in the correct order, and select just
# the columns and rows we're going to use
metabric <- metabric |> 
  mutate(INTCLUST = factor(INTCLUST, levels = c("1", "2", "3", "4ER-", "4ER+", "5", "6", "7", "8", "9", "10"))) |> 
  mutate(THREEGENE = replace_na(THREEGENE, "Unclassified")) |> 
  select(PATIENT_ID, ER_IHC, PR_STATUS, THREEGENE, INTCLUST, ESR1) %>%
  filter(!is.na(INTCLUST), !is.na(ESR1))
# plot the ESR1 expression for each integrative cluster
plot <- metabric |> ggplot() +
  geom_boxplot(aes(x = INTCLUST, y = ESR1, fill = INTCLUST)) +
  labs(x = "Integrative cluster", y = "ESR1 expression")
plot

The default theme has the characteristic grey background which isn’t particularly suitable for printing on paper. We can change to one of a number of alternative themes available in the ggplot2 package, e.g. the black and white theme.

plot + theme_bw()

Each of these themes is really just a collection of attributes relating to how various non-data elements of the plot will be displayed. We can override any of these individual settings using the theme() function. A look at the help page (?theme) shows that there are a very large number of settings that you can change. The following example demonstrates a few of these.

plot +
  theme_bw() +
  theme(
    panel.grid.major.x = element_blank(),
    axis.ticks.x = element_blank(),
    legend.position = "none"
  )

Here’s another example that also involves customizing the labels, scales and colours.

metabric |> ggplot() +
  geom_bar(aes(x = THREEGENE, fill = ER_IHC)) +
  scale_y_continuous(limits = c(0, 700), breaks = seq(0, 700, 100), expand = expand_scale(mult = 0)) +
  scale_fill_manual(values = c("firebrick2", "dodgerblue2")) +
  labs(x = NULL, y = "samples", fill = "ER status") +
  theme_bw() +
  theme(
    panel.border = element_blank(),
    panel.grid = element_blank(),
    axis.ticks.x = element_blank(),
    axis.text.x = element_text(angle = 45, hjust = 1, vjust = 1),
    axis.line.y = element_line(),
    axis.ticks.length.y = unit(0.2, "cm"),
    legend.position = "bottom"
  )
Warning: `expand_scale()` was deprecated in ggplot2 3.3.0.
ℹ Please use `expansion()` instead.

The ggthemes package contains some extra themes and might be fun to check out. Here’s an example of a plot that uses the theme_gdocs theme that resembles the default look of charts in Google Docs.

library(ggthemes)
metabric |> 
  filter(THREEGENE == "HER2+") |> 
  ggplot(aes(x = PR_STATUS, y = ESR1)) +
  geom_boxplot() +
  geom_jitter(aes(colour = PR_STATUS), width = 0.25, alpha = 0.4, show.legend = FALSE) +
  scale_colour_brewer(palette = "Set1") +
  labs(x = "PR status", y = "ESR1 expression") +
  theme_gdocs()

Position adjustments

All geoms in ggplot2 have a position adjustment that can be set using the position argument. This has different effects for different types of plot but essentially this resolves how overlapping geoms are displayed.

For example, let’s consider the stacked bar plot we created earlier showing the numbers of patients in each of the 3-gene classifications subdivided by ER status. The default position value for geom_bar() is “stack” which is why the plot is shown as a stacked bar chart. An alternative way of representing these data would be to show separate bars for each ER status side-by-side by setting position = "dodge".

metabric |> ggplot() +
  geom_bar(aes(x = THREEGENE, fill = ER_IHC), position = "dodge") +
  scale_y_continuous(limits = c(0, 700), breaks = seq(0, 700, 100), expand = expand_scale(mult = 0)) +
  scale_fill_manual(values = c("firebrick2", "dodgerblue2")) +
  labs(x = NULL, y = "samples", fill = "ER status") +
  theme_bw() +
  theme(
    panel.border = element_blank(),
    panel.grid = element_blank(),
    axis.ticks.x = element_blank(),
    axis.text.x = element_text(angle = 45, hjust = 1, vjust = 1),
    axis.line.y = element_line(),
    axis.ticks.length.y = unit(0.2, "cm")
  )

Another position adjustment we’ve come across is geom_jitter(), which is just a convenient shortcut for geom_point(position = "jitter"). A variation on this, position_jitterdodge(), comes in handy when we are overlaying points on top of a box plot. We show an example of just such a plot in which first use postion = "jitter".

metabric |> 
  ggplot( aes(x = THREEGENE, y = ESR1, colour = PR_STATUS)) +
  geom_boxplot() +
  geom_point(position = "jitter", size = 0.5, alpha = 0.3) +
  labs(x = "3-gene classification", y = "ESR1 expression", colour = "PR status") +
  scale_color_brewer(palette = "Set1") +
  theme_minimal() +
  theme(
    panel.grid.major.x = element_blank(),
    axis.text.x = element_text(angle = 45, hjust = 1, vjust = 1),
    axis.ticks.x = element_blank()
  )

The PR-negative and PR-positive points have distinct colours but are overlapping in a way that is aesthetically displeasing. What we want is for the points to have both jitter and to be dodged in the same way as the boxes. With position_jitterdodge() we get a better looking plot.

metabric |> 
  ggplot( aes(x = THREEGENE, y = ESR1, colour = PR_STATUS)) +
  geom_boxplot() +
  geom_point(position = position_jitterdodge(), size = 0.5, alpha = 0.3) +
  labs(x = "3-gene classification", y = "ESR1 expression", colour = "PR status") +
  scale_color_brewer(palette = "Set1") +
  theme_minimal() +
  theme(
    panel.grid.major.x = element_blank(),
    axis.text.x = element_text(angle = 45, hjust = 1, vjust = 1),
    axis.ticks.x = element_blank()
  )